@techreport{11747, author = {Aaron-Morrison, A. P. and Ackerman, S. A. and Adams, N. G. and Adler, R. F. and Albanil, A. and Alfaro, E. J. and Allan, R. and Alves, L. M. and Amador, J. A. and Andreassen, L. M. and Arendt, A. and Arévalo, J. and Arndt, D. S. and Arzhanova, N. M. and Aschan, M. M. and Azorin-Molina, C. and Banzon, V. and Bardin, M. U. and Barichivich, J. and Baringer, M. O. and Barreira, S. and Baxter, S. and Bazo, J. and Becker, A. and Bedka, K. M. and Behrenfeld, M. J. and Bell, G. D. and Belmont, M. and Benedetti, A. and Bernhard, G. and Berrisford, P. and Berry, D. I. and Bettolli, M. L. and Bhatt, U. S. and Bidegain, M. and Bill, B. D. and Billheimer, S. and Bissolli, P. and Blake, E. S. and Blunden, J. and Bosilovich, M. G. and Boucher, O. and Boudet, D. and Box, J. E. and Boyer, T. and Braathen, G. O. and Bromwich, D. H. and Brown, R. and Bulygina, O. N. and Burgess, D. and Calderón, B. and Camargo, S. J. and Campbell, J. D. and Cappelen, J. and Carrasco, G. and Carter, B. R. and Chambers, D. P. and Chandler, E. and Christiansen, H. H. and Christy, J. R. and Chung, D. and Chung, E. S. and Cinque, K. and Clem, K. R. and Coelho, C. A. and Cogley, J. G. and Coldewey-Egbers, M. and Colwell, S. and Cooper, O. R. and Copland, L. and Cosca, C. E. and Cross, J. N. and Crotwell, M. J. and Crouch, J. and Davis, S. M. and De Eyto, E. and De Jeu, R. A. M. and De Laat, J. and Degasperi, C. L. and Degenstein, D. and Demircan, M. and Derksen, C. and Destin, D. and Di Girolamo, L. and Di Giuseppe, F. and Diamond, H. J. and Dlugokencky, E. J. and Dohan, K. and Dokulil, M. T. and Dolgov, A. V. and Dolman, A. J. and Domingues, C. M. and Donat, M. G. and Dong, S. and Dorigo, W. A. and Dortch, Q. and Doucette, G. and Drozdov, D. S. and Ducklow, H. and Dunn, R. J. H. and others }, report title = {State of the climate in 2014, Bulletin of the American Meteorological Society, v. 96, no. 7}, extent of work = {267}, type = {Report}, DOI = {10.1175/2015bamsstateoftheclimate.1}, url = {https://doi.org/10.1175/2015bamsstateoftheclimate.1}, year = {2015}, type = {Report} } @article{2599, author = {Abdalati, W. and Zwally, H. J. and Bindschadler, R.A. and Csatho, B. and Farrell, S. L. and Fricker, H. A. and Harding, D. and Kwok, R. and Lefsky, M. and Markus, T. and Marshak, A. and Neumann, T. and Palm, S. and Schutz, B. and Smith, B. and Spinhirne, J. and Webb, C.}, title = {The ICESat-2 Laser Altimetry Mission}, journal = {Proceedings of the IEEE}, volume = {98}, number = {5}, pages = {735–751}, DOI = {10.1109/JPROC.2009.2034765}, url = {https://doi.org/10.1109/JPROC.2009.2034765}, year = {2010}, type = {Journal Article} } @article{8793, author = {Abdou, W. A. and Bruegge, C. J. and Helmlinger, M. C. and Conel, J. E. and Pilorz, S. H. and Ledeboer, W. and Gaitley, B. J. and Thome, K. J.}, title = {Vicarious calibration experiment in support of the multi-angle imaging spectroradiometer}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {40}, number = {7}, pages = {1500–1511}, DOI = {10.1109/TGRS.2002.801582}, url = {https://doi.org/10.1109/TGRS.2002.801582}, year = {2002}, type = {Journal Article} } @techreport{11790, author = {Abernethy, R. and Ackerman, S. A. and Adler, R. and Albanil Encarnación, A. and Aldeco, L. S. and Alfaro, E. J. and Aliaga-Nestares, V. and Allan, R. P. and Allan, R. and Alves, L. M. and Amador, J. A. and Anderson, J. and Andreassen, L. M. and Argüez, A. and Armitage, C. and Arndt, D. S. and Avalos, G. and Azorin-Molina, C. and Báez, J. and Bardin, M. Yu and Barichivich, J. and Baringer, M. O. and Barreira, S. and Baxter, S. and Beck, H. E. and Becker, A. and Bedka, K. M. and Behe, C. and Bell, G. D. and Bellouin, N. and Belmont, M. and Benedetti, A. and Bernhard, G. H. and Berrisford, P. and Berry, D. I. and Bhatt, U. S. and Bissolli, P. and Bjerke, J. and Blake, E. S. and Blenkinsop, S. and Blunden, J. and Bolmgren, K. and Bosilovich, M. G. and Boucher, O. and Bouchon, M. and Box, J. E. and Boyer, T. and Braathen, G. O. and Bromwich, D. H. and Brown, R. and Buehler, S. and Bulygina, O. N. and Burgess, D. and Calderón, B. and Camargo, S. J. and Campbell, E. C. and Campbell, J. D. and Cappelen, J. and Carrea, L. and Carter, B. R. and Castro, A. and Chambers, D. P. and Cheng, L. and Christiansen, H. H. and Christy, J. R. and Chung, E. S. and Clem, K. R. and Coelho, C. A. S. and Coldewey-Egbers, M. and Colwell, S. and Cooper, O. R. and Copland, L. and Costanza, C. and Covey, C. and Coy, L. and Cronin, T. and Crouch, J. and Cruzado, L. and Daniel, R. and Davis, S. M. and Davletshin, S. G. and De Eyto, E. and De Jeu, R. A. M. and De La Cour, J. L. and De Laat, J. and De Gasperi, C. L. and Degenstein, D. and Deline, P. and Demircan, M. and Derksen, C. and Dewitte, B. and Dhurmea, R. and Di Girolamo, L. and Diamond, H. J. and Dickerson, C. and Dlugokencky, E. J. and Dohan, K. and Dokulil, M. T. and Dolman, A. J. and Domingues, C. M. and others }, report title = {State of the climate in 2017, Bulletin of the American Meteorological Society, v. 99, no. 8}, extent of work = {310}, type = {Report}, DOI = {10.1175/2018BAMSStateoftheClimate.1}, url = {https://doi.org/10.1175/2018BAMSStateoftheClimate.1}, year = {2018}, type = {Report} } @article{2972, author = {Abuelgasim, A. A. and Gopal, S. and Irons, J. R. and Strahler, A. H.}, title = {Classification of ASAS multiangle and multispectral measurements using artificial neural networks}, journal = {Remote Sensing of Environment}, volume = {57}, number = {2}, pages = {79–87}, DOI = {10.1016/0034-4257(95)00197-2}, url = {https://doi.org/10.1016/0034-4257(95)00197-2}, year = {1996}, type = {Journal Article} } @article{1388, author = {Abuelgasim, A. A. and Ross, W. D. and Gopal, S. and Woodcock, C. E.}, title = {Change detection using adaptive fuzzy neural networks—Environmental damage assessment after the Gulf War}, journal = {Remote Sensing of Environment}, volume = {70}, number = {2}, pages = {208–223}, DOI = {10.1016/S0034-4257(99)00039-5}, url = {https://doi.org/10.1016/S0034-4257(99)00039-5}, year = {1999}, type = {Journal Article} } @article{8715, author = {Achard, F. and Defries, R. and Eva, H. and Hansen, M.C. and Mayaux, P. and Stibig, H. J.}, title = {Pan-tropical monitoring of deforestation}, journal = {Environmental Research Letters}, volume = {2}, number = {4}, DOI = {10.1088/1748-9326/2/4/045022}, url = {https://doi.org/10.1088/1748-9326/2/4/045022}, year = {2007}, type = {Journal Article} } @article{1097, author = {Achard, F. and Eva, H. D. and Mayaux, P. and Stibig, H. J. and Belward, A.S.}, title = {Improved estimates of net carbon emissions from land cover change in the tropics for the 1990s}, journal = {Global Biogeochemical Cycles}, volume = {18}, number = {2}, DOI = {10.1029/2003GB002142}, url = {https://doi.org/10.1029/2003GB002142}, year = {2004}, type = {Journal Article} } @article{11181, author = {Agam, N. and Kustas, W. P. and Alfieri, J. G. and Gao, F. and McKee, L. M. and Prueger, J. H. and Hipps, L. E.}, title = {Micro-scale spatial variability in soil heat flux (SHF) in a wine-grape vineyard}, journal = {Irrigation Science}, volume = {37}, number = {3}, pages = {253–268}, DOI = {10.1007/s00271-019-00634-6}, url = {https://doi.org/10.1007/s00271-019-00634-6}, year = {2019}, type = {Journal Article} } @article{774, author = {Agam, N. and Kustas, W. P. and Anderson, M. C. and Li, F. and Colaizzi, P. D.}, title = {Utility of thermal sharpening over Texas high plains irrigated agricultural fields}, journal = {Journal of Geophysical Research Atmospheres}, volume = {112}, number = {19}, DOI = {10.1029/2007JD008407}, url = {https://doi.org/10.1029/2007JD008407}, year = {2007}, type = {Journal Article} } @article{746, author = {Agam, N. and Kustas, W. P. and Anderson, M. C. and Li, F. and Colaizzi, P. D.}, title = {Utility of thermal image sharpening for monitoring field-scale evapotranspiration over rainfed and irrigated agricultural regions}, journal = {Geophysical Research Letters}, volume = {35}, number = {2}, DOI = {10.1029/2007GL032195}, url = {https://doi.org/10.1029/2007GL032195}, year = {2008}, type = {Journal Article} } @article{814, author = {Agam, N. and Kustas, W. P. and Anderson, M. C. and Li, F. and Neale, C. M. U.}, title = {A vegetation index based technique for spatial sharpening of thermal imagery}, journal = {Remote Sensing of Environment}, volume = {107}, number = {4}, pages = {545–558}, DOI = {10.1016/j.rse.2006.10.006}, url = {https://doi.org/10.1016/j.rse.2006.10.006}, year = {2007}, type = {Journal Article} } @article{506, author = {Agam, N. and Kustas, W. P. and Anderson, M. C. and Norman, J. M. and Colaizzi, P. D. and Howell, T. A. and Prueger, J. H. and Meyers, T. P. and Wilson, T. B.}, title = {Application of the Priestley-Taylor approach in a two-source surface energy balance model}, journal = {Journal of Hydrometeorology}, volume = {11}, number = {1}, pages = {185–198}, DOI = {10.1175/2009JHM1124.1}, url = {https://doi.org/10.1175/2009JHM1124.1}, year = {2010}, type = {Journal Article} } @article{3287, author = {Aghakouchak, A. and Farahmand, A. and Melton, F. S. and Teixeira, J. and Anderson, M. C. and Wardlow, B. D. and Hain, C. R.}, title = {Remote sensing of drought—Progress, challenges and opportunities}, journal = {Reviews of Geophysics}, volume = {53}, number = {2}, pages = {452–480}, DOI = {10.1002/2014RG000456}, url = {https://doi.org/10.1002/2014RG000456}, year = {2015}, type = {Journal Article} } @article{9121, author = {Ahmed, O. S. and Franklin, S. E. and Wulder, M. A.}, title = {Integration of lidar and Landsat data to estimate forest canopy cover in coastal British Columbia}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {80}, number = {10}, pages = {953–962}, DOI = {10.14358/PERS.80.10.953}, url = {https://doi.org/10.14358/PERS.80.10.953}, year = {2014}, type = {Journal Article} } @article{3055, author = {Ahmed, O. S. and Franklin, S. E. and Wulder, M. A.}, title = {Interpretation of forest disturbance using a time series of Landsat imagery and canopy structure from airborne lidar}, journal = {Canadian Journal of Remote Sensing}, volume = {39}, number = {6}, pages = {521–542}, DOI = {10.5589/m14-004}, url = {https://doi.org/10.5589/m14-004}, year = {2014}, type = {Journal Article} } @article{3203, author = {Ahmed, O. S. and Franklin, S. E. and Wulder, M. A. and White, J. C.}, title = {Characterizing stand-level forest canopy cover and height using Landsat time series, samples of airborne LiDAR, and the Random Forest algorithm}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {101}, pages = {89–101}, DOI = {10.1016/j.isprsjprs.2014.11.007}, url = {https://doi.org/10.1016/j.isprsjprs.2014.11.007}, year = {2015}, type = {Journal Article} } @article{3396, author = {Ahmed, O. S. and Franklin, S. E. and Wulder, M. A. and White, J. C.}, title = {Extending airborne lidar-derived estimates of forest canopy cover and height over large areas using kNN With Landsat time series data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {9}, number = {8}, pages = {3489–3496}, DOI = {10.1109/JSTARS.2015.2492363}, url = {https://doi.org/10.1109/JSTARS.2015.2492363}, year = {2016}, type = {Journal Article} } @article{3610, author = {Ahmed, O. S. and Wulder, M. A. and White, J. C. and Hermosilla, T. and Coops, N. C. and Franklin, S. E.}, title = {Classification of annual non-stand replacing boreal forest change in Canada using Landsat time series—A case study in northern Ontario}, journal = {Remote Sensing Letters}, volume = {8}, number = {1}, pages = {29–37}, DOI = {10.1080/2150704X.2016.1233371}, url = {https://doi.org/10.1080/2150704X.2016.1233371}, year = {2017}, type = {Journal Article} } @article{8849, author = {Akçakaya, H. R. and Radeloff, V. C. and Mladenoff, D. J. and He, H. S.}, title = {Integrating landscape and metapopulation modeling approaches—Viability of the sharp-tailed grouse in a dynamic landscape}, journal = {Conservation Biology}, volume = {18}, number = {2}, pages = {526–537}, DOI = {10.1111/j.1523-1739.2004.00520.x}, url = {https://doi.org/10.1111/j.1523-1739.2004.00520.x}, year = {2004}, type = {Journal Article} } @article{12250, author = {Albano, C. M. and Abatzoglou, J. T. and McEvoy, D. J. and Huntington, J. L. and Morton, C. G. and Dettinger, M. D. and Ott, T. J.}, title = {A multidataset assessment of climatic drivers and uncertainties of recent trends in evaporative demand across the continental United States}, journal = {Journal of Hydrometeorology}, volume = {23}, number = {4}, pages = {505–519}, abstract = {Increased atmospheric evaporative demand has important implications for humans and ecosystems in water-scarce lands. While temperature plays a significant role in driving evaporative demand and its trend, other climate variables are also influential and their contributions to recent trends in evaporative demand are unknown. We address this gap with an assessment of recent (1980–2020) trends in annual reference evapotranspiration (ETo) and its drivers across the continental United States based on five gridded datasets. In doing so, we characterize the structural uncertainty of ETo trends and decompose the relative influences of temperature, wind speed, solar radiation, and humidity. Results highlight large and robust changes in ETo across much of the western United States, centered on the Rio Grande region where ETo increased 135–235 mm during 1980–2020. The largest uncertainties in ETo trends are in the central and eastern United States and surrounding the Upper Colorado River. Trend decomposition highlights the strong and widespread influence of temperature, which contributes to 57% of observed ETo trends, on average. ETo increases are mitigated by increases in specific humidity in non-water-limited regions, while small decreases in specific humidity and increases in wind speed and solar radiation magnify ETo increases across the West. Our results show increases in ETo across the West that are already emerging outside the range of variability observed 20–40 years ago. Our results suggest that twenty-first-century land and water managers need to plan for an already increasing influence of evaporative demand on water availability and wildfire risks. © 2022 American Meteorological Society.}, DOI = {10.1175/JHM-D-21-0163.1}, url = {https://doi.org/10.1175/JHM-D-21-0163.1}, year = {2022}, type = {Journal Article} } @article{11077, author = {Albano, C. M. and McClure, M. L. and Gross, S. E. and Kitlasten, W. and Soulard, C. E. and Morton, C. and Huntington, J.}, title = {Spatial patterns of meadow sensitivities to interannual climate variability in the Sierra Nevada}, journal = {Ecohydrology}, volume = {12}, number = {7}, DOI = {10.1002/eco.2128}, url = {https://doi.org/10.1002/eco.2128}, year = {2019}, type = {Journal Article} } @article{11841, author = {Albano, C. M. and McGwire, K. C. and Hausner, M. B. and McEvoy, D. J. and Morton, C. G. and Huntington, J. L.}, title = {Drought sensitivity and trends of riparian vegetation vigor in Nevada, USA (1985-2018)}, journal = {Remote Sensing}, volume = {12}, number = {9}, DOI = {10.3390/RS12091362}, url = {https://doi.org/10.3390/RS12091362}, year = {2020}, type = {Journal Article} } @article{8522, author = {Albee, A. L. and Arvidson, R. E. and Palluconi, F.D. and Thorpe, T.}, title = {Overview of the Mars Global Surveyor mission}, journal = {Journal of Geophysical Research Planets}, volume = {106}, number = {E10}, pages = {23291–23316}, DOI = {10.1029/2000JE001306}, url = {https://doi.org/10.1029/2000JE001306}, year = {2001}, type = {Journal Article} } @article{8877, author = {Albee, A. L. and Palluconi, F. D. and Arvidson, R. E.}, title = {Mars Global Surveyor mission—Overview and status}, journal = {Science}, volume = {279}, number = {5357}, pages = {1671–1672}, DOI = {10.1126/science.279.5357.1671}, url = {https://doi.org/10.1126/science.279.5357.1671}, year = {1998}, type = {Journal Article} } @article{1048, author = {Albert, M. and Shuman, C. and Courville, Z. and Bauer, R. and Fahnestock, M. and Scambos, T.A.}, title = {Extreme firn metamorphism—Impact of decades of vapor transport on near-surface firn at a low-accumulation glazed site on the East Antarctic plateau}, journal = {Annals of Glaciology}, volume = {39}, pages = {73–78}, DOI = {10.3189/172756404781814041}, url = {https://doi.org/10.3189/172756404781814041}, year = {2004}, type = {Journal Article} } @article{8351, author = {Albright, T. P. and Pidgeon, A. M. and Rittenhouse, C. D. and Clayton, M. K. and Flather, C. H. and Culbert, P. D. and Radeloff, V. C.}, title = {Heat waves measured with MODIS land surface temperature data predict changes in avian community structure}, journal = {Remote Sensing of Environment}, volume = {115}, number = {1}, pages = {245–254}, DOI = {10.1016/j.rse.2010.08.024}, url = {https://doi.org/10.1016/j.rse.2010.08.024}, year = {2011}, type = {Journal Article} } @article{8843, author = {Albright, T. P. and Pidgeon, A. M. and Rittenhouse, C. D. and Clayton, M. K. and Flather, C. H. and Culbert, P. D. and Wardlow, B. D. and Radeloff, V. C.}, title = {Effects of drought on avian community structure}, journal = {Global Change Biology}, volume = {16}, number = {8}, pages = {2158–2170}, DOI = {10.1111/j.1365-2486.2009.02120.x}, url = {https://doi.org/10.1111/j.1365-2486.2009.02120.x}, year = {2010}, type = {Journal Article} } @article{8999, author = {Albright, T. P. and Pidgeon, A. M. and Rittenhouse, C. D. and Clayton, M. K. and Wardlow, B. D. and Flather, C. H. and Culbert, P. D. and Radeloff, V. C.}, title = {Combined effects of heat waves and droughts on avian communities across the conterminous United States}, journal = {Ecosphere}, volume = {1}, number = {5}, pages = {1–22}, DOI = {10.1890/ES10-00057.1}, url = {https://doi.org/10.1890/ES10-00057.1}, year = {2010}, type = {Journal Article} } @article{80, author = {Alcantara, C. and Kuemmerle, T. and Baumann, M. and Bragina, E. V. and Griffiths, P. and Hostert, P. and Knorn, J. and Müller, D. and Prishchepov, A. V. and Schierhorn, F. and Sieber, A. and Radeloff, V. C.}, title = {Mapping the extent of abandoned farmland in Central and Eastern Europe using MODIS time series satellite data}, journal = {Environmental Research Letters}, volume = {8}, number = {3}, DOI = {10.1088/1748-9326/8/3/035035}, url = {https://doi.org/10.1088/1748-9326/8/3/035035}, year = {2013}, type = {Journal Article} } @article{8364, author = {Alcantara, C. and Kuemmerle, T. and Prishchepov, A. V. and Radeloff, V. C.}, title = {Mapping abandoned agriculture with multi-temporal MODIS satellite data}, journal = {Remote Sensing of Environment}, volume = {124}, pages = {334–347}, DOI = {10.1016/j.rse.2012.05.019}, url = {https://doi.org/10.1016/j.rse.2012.05.019}, year = {2012}, type = {Journal Article} } @article{8838, author = {Alden, C. B. and Miller, J. B. and Gatti, L. V. and Gloor, M. M. and Guan, K. and Michalak, A. M. and van der Laan-Luijkx, I. T. and Touma, D. and Andrews, A. and Basso, L. S. and Correia, C. S. and Domingues, L. G. and Joiner, J. and Krol, M. C. and Lyapustin, A. I. and Peters, W. and Shiga, Y. P. and Thoning, K. and van der Velde, I. R. and van Leeuwen, T. T. and Yadav, V. and Diffenbaugh, N. S.}, title = {Regional atmospheric CO2 inversion reveals seasonal and geographic differences in Amazon net biome exchange}, journal = {Global change biology}, volume = {22}, number = {10}, pages = {3427–3443}, DOI = {10.1111/gcb.13305}, url = {https://doi.org/10.1111/gcb.13305}, year = {2016}, type = {Journal Article} } @article{8606, author = {Alexandre, P. M. and Mockrin, M. H. and Stewart, S. I. and Hammer, R. B. and Radeloff, V. C.}, title = {Rebuilding and new housing development after wildfire}, journal = {International Journal of Wildland Fire}, volume = {24}, number = {1}, pages = {138–149}, DOI = {10.1071/WF13197}, url = {https://doi.org/10.1071/WF13197}, year = {2015}, type = {Journal Article} } @article{8094, author = {Alexandre, P. M. and Stewart, S. I. and Keuler, N. S. and Clayton, M. K. and Mockrin, M. H. and Bar-Massada, A. and Syphard, A. D. and Radeloff, V. C.}, title = {Factors related to building loss due to wildfires in the conterminous United States}, journal = {Ecological Applications}, volume = {26}, number = {7}, pages = {2323–2338}, DOI = {10.1002/eap.1376}, url = {https://doi.org/10.1002/eap.1376}, year = {2016}, type = {Journal Article} } @article{8151, author = {Alexandre, P. M. and Stewart, S. I. and Mockrin, M. H. and Keuler, N. S. and Syphard, A. D. and Bar-Massada, A. and Clayton, M. K. and Radeloff, V. C.}, title = {The relative impacts of vegetation, topography and spatial arrangement on building loss to wildfires in case studies of California and Colorado}, journal = {Landscape Ecology}, volume = {31}, number = {2}, pages = {415–430}, DOI = {10.1007/s10980-015-0257-6}, url = {https://doi.org/10.1007/s10980-015-0257-6}, year = {2016}, type = {Journal Article} } @article{3614, author = {Alfieri, J. G. and Anderson, M. C. and Kustas, W. P. and Cammalleri, C.}, title = {Effect of the revisit interval and temporal upscaling methods on the accuracy of remotely sensed evapotranspiration estimates}, journal = {Hydrology and Earth System Sciences}, volume = {21}, number = {1}, pages = {83–98}, DOI = {10.5194/hess-21-83-2017}, url = {https://doi.org/10.5194/hess-21-83-2017}, year = {2017}, type = {Journal Article} } @article{10932, author = {Alfieri, J. G. and Kustas, W. P. and Nieto, H. and Prueger, J. H. and Hipps, L. E. and McKee, L. G. and Gao, F. and Los, S.}, title = {Influence of wind direction on the surface roughness of vineyards}, journal = {Irrigation Science}, volume = {37}, number = {3}, pages = {359–373}, DOI = {10.1007/s00271-018-0610-z}, url = {https://doi.org/10.1007/s00271-018-0610-z}, year = {2019}, type = {Journal Article} } @misc{6186, author = {Alfieri, J. G. and Kustas, W. P. and Prueger, J. H. and Chavez, J. L. and Evett, S. R. and Neale, C. M. U. and Anderson, M. C. and Hipps, L. E. and Copeland, K. S. and Howell, T. A. and French, A. N. and Dulaney, W. and McKee, L.}, title = {A comparison of the eddy covariance and lysimetry-based measurements of the surface energy fluxes during BEAREX08}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 352}, pages = {215–218}, month = {27–30 September 2010}, note = {READY}, year = {2012}, type = {Conference Paper} } @article{10790, author = {Alfieri, J. G. and Kustas, W. P. and Prueger, J. H. and McKee, L. G. and Hipps, L. E. and Gao, F.}, title = {A multi-year intercomparison of micrometeorological observations at adjacent vineyards in California’s Central Valley during GRAPEX}, journal = {Irrigation Science}, volume = {37}, number = {3}, pages = {345–357}, DOI = {10.1007/s00271-018-0599-3}, url = {https://doi.org/10.1007/s00271-018-0599-3}, year = {2019}, type = {Journal Article} } @article{9013, author = {Alix-Garcia, J. and Kuemmerle, T. and Radeloff, V. C.}, title = {Prices, land tenure institutions, and geography—A matching analysis of farmland abandonment in post-socialist eastern Europe}, journal = {Land Economics}, volume = {88}, number = {3}, pages = {425–443}, DOI = {10.3368/le.88.3.425}, url = {https://doi.org/10.3368/le.88.3.425}, year = {2012}, type = {Journal Article} } @article{8314, author = {Alix-Garcia, J. and Munteanu, C. and Zhao, N. and Potapov, P. V. and Prishchepov, A. V. and Radeloff, V. C. and Krylov, A. and Bragina, E.}, title = {Drivers of forest cover change in Eastern Europe and European Russia, 1985–2012}, journal = {Land Use Policy}, volume = {59}, pages = {284–297}, DOI = {10.1016/j.landusepol.2016.08.014}, url = {https://doi.org/10.1016/j.landusepol.2016.08.014}, year = {2016}, type = {Journal Article} } @article{10787, author = {Alix-Garcia, J. and Walker, S. and Radeloff, V. and Kozak, J.}, title = {Tariffs and trees—The effects of the Austro-Hungarian Customs Union on specialization and land-use change}, journal = {Journal of Economic History}, volume = {78}, number = {4}, pages = {1142–1178}, DOI = {10.1017/S0022050718000554}, url = {https://doi.org/10.1017/S0022050718000554}, year = {2018}, type = {Journal Article} } @article{2489, author = {Alleaume, S. and Hély, C. and Le Roux, J. and Korontzi, S. and Swap, R. J. and Shugart, H. H. and Justice, C. O.}, title = {Using MODIS to evaluate heterogeneity of biomass burning in southern African savannahs—A case study in Etosha}, journal = {International Journal of Remote Sensing}, volume = {26}, number = {19}, pages = {4219–4237}, DOI = {10.1080/01431160500113492}, url = {https://doi.org/10.1080/01431160500113492}, year = {2005}, type = {Journal Article} } @inbook{12201, author = {Allen, R. and Foken, T. and Kilic, A. and Trezza, R. and Ortega-Farias, S.}, title = {Evapotranspiration measurements and calculations}, booktitle = {Springer Handbook of Atmospheric Measurements}, editor = {Foken, T.}, connective phrase = {Evapotranspiration measurements and calculations}, publisher = {Springer}, place published = {Cham, Switzerland}, pages = {1545–1581}, DOI = {10.1007/978-3-030-52171-4_57}, url = {https://doi.org/10.1007/978-3-030-52171-4_57}, year = {2021}, type = {Book Section} } @article{1519, author = {Allen, R. G.}, title = {Assessing integrity of weather data for reference evapotranspiration estimation}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {122}, number = {2}, pages = {97–106}, DOI = {10.1061/(ASCE)0733-9437(1996)122:2(97)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(1996)122:2(97)}, year = {1996}, type = {Journal Article} } @article{1507, author = {Allen, R. G.}, title = {Relating the Hazen-Williams and Darcy-Weisbach friction loss equations for pressurized irrigation}, journal = {Applied Engineering in Agriculture}, volume = {12}, number = {6}, pages = {685–693}, DOI = {10.13031/2013.25699}, url = {https://doi.org/10.13031/2013.25699}, year = {1996}, type = {Journal Article} } @article{8598, author = {Allen, R. G.}, title = {Self-calibrating method for estimating solar radiation from air temperature}, journal = {Journal of Hydrologic Engineering}, volume = {2}, number = {2}, pages = {56–67}, DOI = {10.1061/(ASCE)1084-0699(1997)2:2(56)}, url = {https://doi.org/10.1061/(ASCE)1084-0699(1997)2:2(56)}, year = {1997}, type = {Journal Article} } @article{1358, author = {Allen, R. G.}, title = {Using the FAO-56 dual crop coefficient method over an irrigated region as part of an evapotranspiration intercomparison study}, journal = {Journal of Hydrology}, volume = {229}, number = {1–2}, pages = {27–41}, DOI = {10.1016/S0022-1694(99)00194-8}, url = {https://doi.org/10.1016/S0022-1694(99)00194-8}, year = {2000}, type = {Journal Article} } @inbook{11496, author = {Allen, R.G.}, title = {Penman-Monteith equation}, booktitle = {Encyclopedia of soils in the environment}, editor = {Hillel, D. and Hatfield, J. L.}, connective phrase = {Penman-Monteith equation}, publisher = {Elsevier}, place published = {Amsterdam, Netherlands}, pages = {180–188}, DOI = {10.1016/B0-12-348530-4/00399-4}, url = {https://doi.org/10.1016/B0-12-348530-4/00399-4}, year = {2004}, type = {Book Section} } @misc{758, author = {Allen, R. G.}, title = {Footprint analysis to assess the conditioning of temperature and humidity measurements in a weather station vicinity}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–12}, month = {15–19 May 2007}, note = {READY}, DOI = {10.1061/40856(200)292}, url = {https://doi.org/10.1061/40856(200)292}, year = {2007}, type = {Conference Paper} } @article{9010, author = {Allen, R.G.}, title = {Quality assessment of weather data and micrometeological flux-impacts on evapotranspiration calculation}, journal = {Journal of Agricultural Meteorology}, volume = {64}, number = {4}, pages = {191–204}, DOI = {10.2480/agrmet.64.4.5}, url = {https://doi.org/10.2480/agrmet.64.4.5}, year = {2008}, type = {Journal Article} } @article{331, author = {Allen, R. G.}, title = {Skin layer evaporation to account for small precipitation events-An enhancement to the FAO-56 evaporation model}, journal = {Agricultural Water Management}, volume = {99}, number = {1}, pages = {8–18}, DOI = {10.1016/j.agwat.2011.08.008}, url = {https://doi.org/10.1016/j.agwat.2011.08.008}, year = {2011}, type = {Journal Article} } @article{967, author = {Allen, R. G. and Bastiaanssen, W. G. M.}, title = {Editorial—Special issue on remote sensing of crop evapotranspiration for large regions}, journal = {Irrigation and Drainage Systems}, volume = {19}, number = {3–4}, pages = {207–210}, DOI = {10.1007/s10795-005-5185-1}, url = {https://doi.org/10.1007/s10795-005-5185-1}, year = {2005}, type = {Journal Article} } @article{89, author = {Allen, R. G. and Burnett, B. and Kramber, W. and Huntington, J.L. and Kjaersgaard, J. and Kilic, A. and Kelly, C. and Trezza, R.}, title = {Automated calibration of the METRIC-Landsat evapotranspiration process}, journal = {Journal of the American Water Resources Association}, volume = {49}, number = {3}, pages = {563–576}, DOI = {10.1111/jawr.12056}, url = {https://doi.org/10.1111/jawr.12056}, year = {2013}, type = {Journal Article} } @article{1025, author = {Allen, R. G. and Clemmens, A. J. and Burt, C. M. and Solomon, K. and O'Halloran, T.}, title = {Prediction accuracy for projectwide evapotranspiration using crop coefficients and reference evapotranspiration}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {131}, number = {1}, pages = {24–36}, DOI = {10.1061/(ASCE)0733-9437(2005)131:1(24)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2005)131:1(24)}, year = {2005}, type = {Journal Article} } @misc{5683, author = {Allen, R. G. and Hendrickx, J. and Bastiaanssen, W. and Kjaersgaard, J. and Irmak, A. and Huntington, J.L.}, title = {Status and continuing challenges in operational remote sensing of ET}, publisher = {American Society of Agricultural and Biological Engineers}, volume = {Proceedings}, pages = {728–747}, month = {5–8 December 2010}, note = {READY}, DOI = {10.13031/2013.35872}, url = {https://doi.org/10.13031/2013.35872}, year = {2010}, type = {Conference Paper} } @misc{6706, author = {Allen, R. G. and Hubler, W. H.}, title = {Using frictional power to model LSST removal with conventional abrasives}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9575}, month = {9–11 August 2015}, note = {READY}, DOI = {10.1117/12.2188968}, url = {https://doi.org/10.1117/12.2188968}, year = {2015}, type = {Conference Paper} } @article{303, author = {Allen, R.G. and Irmak, A. and Trezza, R. and Hendrickx, J. M. H. and Bastiaanssen, W. and Kjaersgaard, J.}, title = {Satellite-based ET estimation in agriculture using SEBAL and METRIC}, journal = {Hydrological Processes}, volume = {25}, number = {26}, pages = {4011–4027}, DOI = {10.1002/hyp.8408}, url = {https://doi.org/10.1002/hyp.8408}, year = {2011}, type = {Journal Article} } @misc{11748, author = {Allen, R. G. and Jensen, M. E.}, title = {ASCE manual 70, Second edition—Evaporation, evapotranspiration and irrigation requirements}, publisher = {American Society of Agricultural and Biological Engineers}, volume = {Conference Proceedings}, pages = {351–367}, month = {10–12 November 2015}, note = {READY}, DOI = {10.13031/irrig.20152143358}, url = {https://doi.org/10.13031/irrig.20152143358}, year = {2015}, type = {Conference Paper} } @misc{3473, author = {Allen, R. G. and Kilic, A. and Suyker, A. and Okalebo, J.}, title = {Fitting measured evapotranspiration data to the FA056 dual crop coefficient method}, publisher = {American Society of Agricultural and Biological Engineers}, volume = {Conference Proceedings}, pages = {434–469}, month = {10–12 November 2015}, note = {READY}, DOI = {10.13031/irrig.20152143520}, url = {https://doi.org/10.13031/irrig.20152143520}, year = {2015}, type = {Conference Paper} } @misc{6177, author = {Allen, R. G. and Kjaersgaard, J. H. and Trezza, R. and Oliveira, A. and Robison, C. and Lorite-Torres, I.}, title = {Refining components of a satellite-based surface energy balance model to complex land-use systems}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 352}, pages = {73–75}, month = {27–30 September 2010}, note = {READY}, year = {2012}, type = {Conference Paper} } @misc{9412, author = {Allen, R. G. and Morse, A. and Tasumi, M. and Bastiaanssen, W. and Kramber, W. and Anderson, H.}, title = {Evapotranspiration from Landsat (SEBAL) for water rights management and compliance with multi-state water compacts}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {830–833}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976651}, url = {https://doi.org/10.1109/IGARSS.2001.976651}, year = {2001}, type = {Conference Paper} } @misc{3474, author = {Allen, R.G. and Morton, C. and Kamble, B. and Kilic, A. and Huntington, J.L. and Thau, D. and Gorelick, N.S. and Erickson, T. and Moore, R. and Trezza, R. and Ratcliffe, I. and Robison, C.}, title = {EEFlux—A Landsat-based evapotranspiration mapping tool on the Google Earth Engine}, publisher = {American Society of Agricultural and Biological Engineers}, volume = {Conference Proceedings}, pages = {424–433}, month = {10–12 November 2015}, note = {READY}, DOI = {10.13031/irrig.20152143511}, url = {https://doi.org/10.13031/irrig.20152143511}, year = {2015}, type = {Conference Paper} } @misc{561, author = {Allen, R. G. and Pereira, L. S.}, title = {Estimating crop coefficients from fraction of ground cover and height}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {4036–4050}, month = {17–21 May 2009}, note = {READY}, DOI = {10.1061/41036(342)408}, url = {https://doi.org/10.1061/41036(342)408}, year = {2009}, type = {Conference Paper} } @misc{5703, author = {Allen, R. G. and Pereira, L. S. and Howell, T. A. and Jensen, M. E.}, title = {Recommended documentation of evapotranspiration measurements and associated weather data and a review of requirements for accuracy}, publisher = {American Society of Agricultural and Biological Engineers}, volume = {Proceedings}, pages = {196–235}, month = {5–8 December 2010}, note = {READY}, DOI = {10.13031/2013.35828}, url = {https://doi.org/10.13031/2013.35828}, year = {2010}, type = {Conference Paper} } @article{388, author = {Allen, R. G. and Pereira, L. S. and Howell, T. A. and Jensen, M. E.}, title = {Evapotranspiration information reporting—I. Factors governing measurement accuracy}, journal = {Agricultural Water Management}, volume = {98}, number = {6}, pages = {899–920}, DOI = {10.1016/j.agwat.2010.12.015}, url = {https://doi.org/10.1016/j.agwat.2010.12.015}, year = {2011}, type = {Journal Article} } @article{389, author = {Allen, R. G. and Pereira, L. S. and Howell, T. A. and Jensen, M. E.}, title = {Evapotranspiration information reporting—II. Recommended documentation}, journal = {Agricultural Water Management}, volume = {98}, number = {6}, pages = {921–929}, DOI = {10.1016/j.agwat.2010.12.016}, url = {https://doi.org/10.1016/j.agwat.2010.12.016}, year = {2011}, type = {Journal Article} } @article{1024, author = {Allen, R. G. and Pereira, L. S. and Smith, M. and Raes, D. and Wright, J. L.}, title = {FAO-56 dual crop coefficient method for estimating evaporation from soil and application extensions}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {131}, number = {1}, pages = {2–13}, DOI = {10.1061/(ASCE)0733-9437(2005)131:1(2)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2005)131:1(2)}, year = {2005}, type = {Journal Article} } @article{1022, author = {Allen, R. G. and Pruitt, W. O. and Raes, D. and Smith, M. and Pereira, L. S.}, title = {Estimating evaporation from bare soil and the crop coefficient for the initial period using common soils information}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {131}, number = {1}, pages = {14–23}, DOI = {10.1061/(ASCE)0733-9437(2005)131:1(14)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2005)131:1(14)}, year = {2005}, type = {Journal Article} } @article{914, author = {Allen, R. G. and Pruitt, W. O. and Wright, J. L. and Howell, T. A. and Ventura, F. and Snyder, R. and Itenfisu, D. and Steduto, P. and Berengena, J. and Yrisarry, J. B. and Smith, M. and Pereira, L. S. and Raes, D. and Perrier, A. and Alves, I. and Walter, I. and Elliott, R.}, title = {A recommendation on standardized surface resistance for hourly calculation of reference ETo by the FAO56 Penman-Monteith method}, journal = {Agricultural Water Management}, volume = {81}, number = {1-2}, pages = {1–22}, DOI = {10.1016/j.agwat.2005.03.007}, url = {https://doi.org/10.1016/j.agwat.2005.03.007}, year = {2006}, type = {Journal Article} } @article{12073, author = {Allen, R. G. and Robison, C. W. and Huntington, J. and Wright, J. L. and Kilic, A.}, title = {Applying the FAO-56 dual Kc method for irrigation water requirements over large areas of the Western U.S.}, journal = {Transactions of the ASABE}, volume = {63}, number = {6}, pages = {2059–2081}, DOI = {10.13031/TRANS.13933}, url = {https://doi.org/10.13031/TRANS.13933}, year = {2021}, type = {Journal Article} } @article{1480, author = {Allen, R. G. and Smith, M. and Pereira, L. S. and Pruitt, W. O.}, title = {Proposed revision to the fao procedure for estimating crop water requirements}, journal = {Acta Horticulturae}, volume = {449}, pages = {17–33}, DOI = {10.17660/ActaHortic.1997.449.2}, url = {https://doi.org/10.17660/ActaHortic.1997.449.2}, year = {1997}, type = {Journal Article} } @misc{10024, author = {Allen, R. G. and Smith, M. and Pereira, L. S. and Raes, D. and Wright, J. L.}, title = {Revised FAO procedures for calculating evapotranspiration—Irrigation and drainage paper no. 56 with testing in Idaho}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–10}, month = {20–24 June 2000}, note = {READY}, DOI = {10.1061/40499(2000)125}, url = {https://doi.org/10.1061/40499(2000)125}, year = {2004}, type = {Conference Paper} } @misc{5646, author = {Allen, R.G. and Su, P. and Burge, J. H. and Cuerden, B. and Martin, H. M.}, title = {Scanning pentaprism test for the GMT 8.4 m off-axis segments}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7739}, month = {27 June–2 July 2010}, note = {READY}, DOI = {10.1117/12.857901}, url = {https://doi.org/10.1117/12.857901}, year = {2010}, type = {Conference Paper} } @misc{9961, author = {Allen, R. G. and Tasumi, M.}, title = {Evaporation from American Falls Reservoir in Idaho via a combination of bowen ratio and eddy covariance}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–17}, month = {15–19 May 2005}, note = {READY}, DOI = {10.1061/40792(173)527}, url = {https://doi.org/10.1061/40792(173)527}, year = {2005}, type = {Conference Paper} } @article{966, author = {Allen, R. G. and Tasumi, M. and Morse, A. and Trezza, R.}, title = {A Landsat-based energy balance and evapotranspiration model in Western US water rights regulation and planning}, journal = {Irrigation and Drainage Systems}, volume = {19}, number = {3–4}, pages = {251–268}, DOI = {10.1007/s10795-005-5187-z}, url = {https://doi.org/10.1007/s10795-005-5187-z}, year = {2005}, type = {Journal Article} } @misc{9963, author = {Allen, R. G. and Tasumi, M. and Morse, A. and Trezza, R.}, title = {Satellite-based evapotranspiration by energy balance for western states water management}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–19}, month = {15–19 May 2005}, note = {READY}, DOI = {10.1061/40792(173)556}, url = {https://doi.org/10.1061/40792(173)556}, year = {2005}, type = {Conference Paper} } @article{797, author = {Allen, R. G. and Tasumi, M. and Morse, A. and Trezza, R. and Wright, J. L. and Bastiaanssen, W. and Kramber, W. and Lorite, I. and Robison, C. W.}, title = {Satellite-based energy balance for mapping evapotranspiration with internalized calibration (METRIC)—Applications}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {133}, number = {4}, pages = {395–406}, DOI = {10.1061/(ASCE)0733-9437(2007)133:4(395)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2007)133:4(395)}, year = {2007}, type = {Journal Article} } @misc{845, author = {Allen, R. G. and Tasumi, M. and Trezza, R.}, title = {Benefits from tying satellite-based energy balance to reference evapotranspiration}, publisher = {American Institute of Physics}, volume = {Proceedings}, pages = {127–137}, month = {10–11 November 2005}, note = {READY}, DOI = {10.1063/1.2349336}, url = {https://doi.org/10.1063/1.2349336}, year = {2006}, type = {Conference Paper} } @article{798, author = {Allen, R. G. and Tasumi, M. and Trezza, R.}, title = {Satellite-based energy balance for mapping evapotranspiration with internalized calibration (METRIC)—Model}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {133}, number = {4}, pages = {380–394}, DOI = {10.1061/(ASCE)0733-9437(2007)133:4(380)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2007)133:4(380)}, year = {2007}, type = {Journal Article} } @misc{767, author = {Allen, R. G. and Tasumi, M. and Trezza, R.}, title = {Why use reference evapotranspiration to calibrate satellite-based energy balances?}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–12}, month = {15–19 May 2007}, note = {READY}, DOI = {10.1061/40856(200)272}, url = {https://doi.org/10.1061/40856(200)272}, year = {2007}, type = {Conference Paper} } @misc{639, author = {Allen, R. G. and Tasumi, M. and Trezza, R. and Robison, C. W. and Garcia, M. and Toll, D. and Arsenault, K. and Hendrickx, J. M. H. and Kjaersgaard, J.}, title = {Comparison of evapotranspiration images derived from MODIS and Landsat along the middle Rio Grande}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–13}, month = {12–16 May 2008}, note = {READY}, DOI = {10.1061/40976(316)87}, url = {https://doi.org/10.1061/40976(316)87}, year = {2008}, type = {Conference Paper} } @article{96, author = {Allen, R. G. and Trezza, R. and Kilic, A. and Tasumi, M. and Li, H.}, title = {Sensitivity of Landsat-scale energy balance to aerodynamic variability in mountains and complex terrain}, journal = {Journal of the American Water Resources Association}, volume = {49}, number = {3}, pages = {592–604}, DOI = {10.1111/jawr.12055}, url = {https://doi.org/10.1111/jawr.12055}, year = {2013}, type = {Journal Article} } @article{875, author = {Allen, R. G. and Trezza, R. and Tasumi, M.}, title = {Analytical integrated functions for daily solar radiation on slopes}, journal = {Agricultural and Forest Meteorology}, volume = {139}, number = {1-2}, pages = {55–73}, DOI = {10.1016/j.agrformet.2006.05.012}, url = {https://doi.org/10.1016/j.agrformet.2006.05.012}, year = {2006}, type = {Journal Article} } @article{1500, author = {Allen, R. G. and Wright, J. L.}, title = {Translating wind measurements from weather stations to agricultural crops}, journal = {Journal of Hydrologic Engineering}, volume = {2}, number = {1}, pages = {26–34}, DOI = {10.1061/(ASCE)1084-0699(1997)2:1(26)}, url = {https://doi.org/10.1061/(ASCE)1084-0699(1997)2:1(26)}, year = {1997}, type = {Journal Article} } @misc{562, author = {Allen, R. G. and Wright, J. L.}, title = {Estimation of evaporation and evapotranspiration during nongrowing seasons using a dual crop coefficient}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {4158–4171}, month = {17–21 May 2009}, note = {READY}, DOI = {10.1061/41036(342)419}, url = {https://doi.org/10.1061/41036(342)419}, year = {2009}, type = {Conference Paper} } @article{11172, author = {Allendorf, T. D. and Radeloff, V. C. and Keuler, N. S.}, title = {People’s perceptions of protected areas across spatial scales}, journal = {Parks}, volume = {25}, number = {1}, pages = {25–38}, DOI = {10.2305/IUCN.CH.2019.PARKS-25-1TDA.en}, url = {https://doi.org/10.2305/IUCN.CH.2019.PARKS-25-1TDA.en}, year = {2019}, type = {Journal Article} } @article{11504, author = {Alley, K. E. and Scambos, T. A. and Alley, R. B. and Holschuh, N.}, title = {Troughs developed in ice-stream shear margins precondition ice shelves for ocean-driven breakup}, journal = {Science Advances}, volume = {5}, number = {10}, DOI = {10.1126/sciadv.aax2215}, url = {https://doi.org/10.1126/sciadv.aax2215}, year = {2019}, type = {Journal Article} } @article{8491, author = {Alley, K. E. and Scambos, T. A. and Anderson, R. S. and Rajaram, H. and Pope, A. and Haran, T. M.}, title = {Continent-wide estimates of Antarctic strain rates from Landsat 8-derived velocity grids}, journal = {Journal of Glaciology}, volume = {64}, number = {244}, pages = {321–332}, DOI = {10.1017/jog.2018.23}, url = {https://doi.org/10.1017/jog.2018.23}, year = {2018}, type = {Journal Article} } @article{8415, author = {Alley, K. E. and Scambos, T. A. and Miller, J. Z. and Long, D. G. and MacFerrin, M.}, title = {Quantifying vulnerability of Antarctic ice shelves to hydrofracture using microwave scattering properties}, journal = {Remote Sensing of Environment}, volume = {210}, pages = {297–306}, DOI = {10.1016/j.rse.2018.03.025}, url = {https://doi.org/10.1016/j.rse.2018.03.025}, year = {2018}, type = {Journal Article} } @article{3444, author = {Alley, K. E. and Scambos, T. A. and Siegfried, M. R. and Fricker, H. A.}, title = {Impacts of warm water on Antarctic ice shelf stability through basal channel formation}, journal = {Nature Geoscience}, volume = {9}, number = {4}, pages = {290–293}, DOI = {10.1038/ngeo2675}, url = {https://doi.org/10.1038/ngeo2675}, year = {2016}, type = {Journal Article} } @article{12204, author = {Alley, K. E. and Wild, C. T. and Luckman, A. and Scambos, T. A. and Truffer, M. and Pettit, E. C. and Muto, A. and Wallin, B. and Klinger, M. and Sutterley, T. and Child, S. F. and Hulen, C. and Lenaerts, J. T. M. and Maclennan, M. and Keenan, E. and Dunmire, D.}, title = {Two decades of dynamic change and progressive destabilization on the Thwaites Eastern Ice Shelf}, journal = {Cryosphere}, volume = {15}, number = {11}, pages = {5187–5203}, DOI = {10.5194/tc-15-5187-2021}, url = {https://doi.org/10.5194/tc-15-5187-2021}, year = {2021}, type = {Journal Article} } @article{8730, author = {Allstadt, A. J. and Vavrus, S. J. and Heglund, P. J. and Pidgeon, A. M. and Thogmartin, W. E. and Radeloff, V. C.}, title = {Spring plant phenology and false springs in the conterminous US during the 21st century}, journal = {Environmental Research Letters}, volume = {10}, number = {10}, DOI = {10.1088/1748-9326/10/10/104008}, url = {https://doi.org/10.1088/1748-9326/10/10/104008}, year = {2015}, type = {Journal Article} } @article{3601, author = {Alonso, A. and Muñoz-Carpena, R. and Kennedy, R. E. and Murcia, C.}, title = {Wetland landscape spatio-temporal degradation dynamics using the new google earth engine cloud-based platform—Opportunities for non-specialists in remote sensing}, journal = {Transactions of the ASABE}, volume = {59}, number = {5}, pages = {1333–1344}, DOI = {10.13031/trans.59.11608}, url = {https://doi.org/10.13031/trans.59.11608}, year = {2016}, type = {Journal Article} } @article{10984, author = {Altena, B. and Scambos, T. and Fahnestock, M. and Kääb, A.}, title = {Extracting recent short-term glacier velocity evolution over southern Alaska and the Yukon from a large collection of Landsat data}, journal = {Cryosphere}, volume = {13}, number = {3}, pages = {795–814}, DOI = {10.5194/tc-13-795-2019}, url = {https://doi.org/10.5194/tc-13-795-2019}, year = {2019}, type = {Journal Article} } @article{8683, author = {Alves, D. S. and Skole, D. L.}, title = {Characterizing land cover dynamics using multi-temporal imagery}, journal = {International Journal of Remote Sensing}, volume = {17}, number = {4}, pages = {835–839}, DOI = {10.1080/01431169608949049}, url = {https://doi.org/10.1080/01431169608949049}, year = {1996}, type = {Journal Article} } @article{11830, author = {Amatulli, G. and McInerney, D. and Sethi, T. and Strobl, P. and Domisch, S.}, title = {Geomorpho90m, empirical evaluation and accuracy assessment of global high-resolution geomorphometric layers}, journal = {Scientific Data}, volume = {7}, number = {1}, DOI = {10.1038/s41597-020-0479-6}, url = {https://doi.org/10.1038/s41597-020-0479-6}, year = {2020}, type = {Journal Article} } @misc{3585, author = {Ambeau, B. L. and Gerace, A. D. and Montanaro, M. and McCorkel, J.T.}, title = {The characterization of a DIRSIG simulation environment to support the inter-calibration of spaceborne sensors}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9972}, month = {28 August–1 September 2016}, note = {READY}, DOI = {10.1117/12.2238317}, url = {https://doi.org/10.1117/12.2238317}, year = {2016}, type = {Conference Paper} } @article{697, author = {Amos, K. J. and Croke, J. C. and Hughes, A. O. and Chapman, J. and Takken, I. and Lymburner, L.}, title = {A catchment-scale assessment of anabranching in the 143 000 km2 Fitzroy River catchment, north-eastern Australia}, journal = {Earth Surface Processes and Landforms}, volume = {33}, number = {8}, pages = {1222–1241}, DOI = {10.1002/esp.1609}, url = {https://doi.org/10.1002/esp.1609}, year = {2008}, type = {Journal Article} } @article{9074, author = {Amstislavski, P. and Zubov, L. and Chen, H. and Ceccato, P. and Pekel, J. F. and Weedon, J.}, title = {Effects of increase in temperature and open water on transmigration and access to health care by the Nenets reindeer herders in northern Russia}, journal = {International Journal of Circumpolar Health}, volume = {72}, number = {S1}, DOI = {10.3402/ijch.v72i0.21183}, url = {https://doi.org/10.3402/ijch.v72i0.21183}, year = {2013}, type = {Journal Article} } @misc{7182, author = {Anderson, C. and Helder, D. L. and Jeno, D.}, title = {Statistical relative gain calculation for Landsat 8}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10402}, month = {6–10 August 2017}, note = {READY}, DOI = {10.1117/12.2276000}, url = {https://doi.org/10.1117/12.2276000}, year = {2017}, type = {Conference Paper} } @misc{11523, author = {Anderson, Cody and Labahn, Steven T. and Helder, Dennis and Stensaas, Gregory L. and Engebretson, Christopher and Crawford, Christopher J. and Jenkerson, Calli B. and Barnes, Christopher A.}, title = {The U.S. Geological Survey’s approach to analysis ready data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5541–5544}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS.2019.8899216}, url = {https://doi.org/10.1109/IGARSS.2019.8899216}, year = {2019}, type = {Conference Paper} } @inbook{4566, author = {Anderson, D. E. and Cahalan, R. F.}, title = {The Solar Radiation and Climate Experiment (SORCE) mission for the NASA Earth Observing System (EOS)}, booktitle = {The Solar Radiation and Climate Experiment (SORCE)—Mission description and early results}, editor = {Rottman, G. and Woods, T. N. and George, V.}, connective phrase = {The Solar Radiation and Climate Experiment (SORCE) mission for the NASA Earth Observing System (EOS)}, publisher = {Springer}, place published = {New York, N.Y.}, pages = {3–6}, DOI = {10.1007/0-387-37625-9_1}, url = {https://doi.org/10.1007/0-387-37625-9_1}, year = {2005}, type = {Book Section} } @misc{702, author = {Anderson, G. P. and Schaaf, C. B. and Loukachine, K. and Stone, R. S. and Andrews, E. and Shettle, E. P. and Dutton, E. G. and Roman III, M. O. and Stohl, A. and Berk, A.}, title = {Assessing the radiative impact of aerosol smoke using MODTRAN™5}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6966}, month = {17–19 March 2008}, note = {READY}, DOI = {10.1117/12.782364}, url = {https://doi.org/10.1117/12.782364}, year = {2008}, type = {Conference Paper} } @article{10843, author = {Anderson, M. and Diak, G. and Gao, F. and Knipper, K. and Hain, C. and Eichelmann, E. and Hemes, K. S. and Baldocchi, D. and Kustas, W. and Yang, Y.}, title = {Impact of insolation data source on remote sensing retrievals of evapotranspiration over the California delta}, journal = {Remote Sensing}, volume = {11}, number = {3}, DOI = {10.3390/rs11030216}, url = {https://doi.org/10.3390/rs11030216}, year = {2019}, type = {Journal Article} } @article{229, author = {Anderson, M. C. and Allen, R. G. and Morse, A. and Kustas, W. P.}, title = {Use of Landsat thermal imagery in monitoring evapotranspiration and managing water resources}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {50–65}, DOI = {10.1016/j.rse.2011.08.025}, url = {https://doi.org/10.1016/j.rse.2011.08.025}, year = {2012}, type = {Journal Article} } @article{10568, author = {Anderson, M. C. and Bland, W. L. and Norman, J. M. and Diak, G. D.}, title = {Canopy wetness and humidity prediction using satellite and synoptic-scale meteorological observations}, journal = {Plant Disease}, volume = {85}, number = {9}, pages = {1018–1026}, DOI = {10.1094/PDIS.2001.85.9.1018}, url = {https://doi.org/10.1094/PDIS.2001.85.9.1018}, year = {2001}, type = {Journal Article} } @article{9053, author = {Anderson, M.C. and Gao, F. and Knipper, K. and Hain, C. and Dulaney, W. and Baldocchi, D. and Eichelmann, E. and Hemes, K. and Yang, Y. and Medellin-Azuara, J. and Kustas, W.}, title = {Field-scale assessment of land and water use change over the California delta using remote sensing}, journal = {Remote Sensing}, volume = {10}, number = {6}, DOI = {10.3390/rs10060889}, url = {https://doi.org/10.3390/rs10060889}, year = {2018}, type = {Journal Article} } @misc{3578, author = {Anderson, M.C. and Hain, C. and Gao, F. and Kustas, W. and Yang, Y. and Sun, L. and Yang, Y. and Holmes, T. and Dulaney, W.}, title = {Mapping evapotranspiration at multiple scales using multi-sensor data fusion}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {226–229}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7729050}, url = {https://doi.org/10.1109/IGARSS.2016.7729050}, year = {2016}, type = {Conference Paper} } @article{47, author = {Anderson, M. C. and Hain, C. and Otkin, J. and Zhan, X. and Mo, K. and Svoboda, M. and Wardlow, B. and Pimstein, A.}, title = {An intercomparison of drought indicators based on thermal remote sensing and NLDAS-2 simulations with U.S. drought monitor classifications}, journal = {Journal of Hydrometeorology}, volume = {14}, number = {4}, pages = {1035–1056}, DOI = {10.1175/JHM-D-12-0140.1}, url = {https://doi.org/10.1175/JHM-D-12-0140.1}, year = {2013}, type = {Journal Article} } @article{387, author = {Anderson, M. C. and Hain, C. and Wardlow, B. and Pimstein, A. and Mecikalski, J. R. and Kustas, W. P.}, title = {Evaluation of drought indices based on thermal remote sensing of evapotranspiration over the continental United States}, journal = {Journal of Climate}, volume = {24}, number = {8}, pages = {2025–2044}, DOI = {10.1175/2010JCLI3812.1}, url = {https://doi.org/10.1175/2010JCLI3812.1}, year = {2011}, type = {Journal Article} } @article{3662, author = {Anderson, M. C. and Hain, C. R. and Jurecka, F. and Trnka, M. and Hlavinka, P. and Dulaney, W. and Otkin, J. A. and Johnson, D.M. and Gao, F.}, title = {Relationships between the evaporative stress index and winter wheat and spring barley yield anomalies in the Czech Republic}, journal = {Climate Research}, volume = {70}, number = {2-3}, pages = {215–230}, DOI = {10.3354/cr01411}, url = {https://doi.org/10.3354/cr01411}, year = {2016}, type = {Journal Article} } @inbook{11740, author = {Anderson, M. C. and Hain, C. R. and Wardlow, B. D. and Pimstein, A. and Mecikalski, J. R. and Kustas, W. P.}, title = {Thermal-based evaporative stress index for monitoring surface moisture depletion}, booktitle = {Remote sensing of drought—innovative monitoring approaches}, connective phrase = {Thermal-based evaporative stress index for monitoring surface moisture depletion}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {145–167}, DOI = {10.1201/b11863-14}, url = {https://doi.org/10.1201/b11863-14}, year = {2012}, type = {Book Section} } @article{701, author = {Anderson, M.C. and Kustas, W.}, title = {Thermal remote sensing of drought and evapotranspiration}, journal = {Eos}, volume = {89}, number = {26}, pages = {233–234}, DOI = {10.1029/2008EO260001}, url = {https://doi.org/10.1029/2008EO260001}, year = {2008}, type = {Journal Article} } @misc{650, author = {Anderson, M. C. and Kustas, W. P.}, title = {Mapping evapotranspiration and drought at local to continental scales using thermal remote sensing}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {IV121–IV123}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4779671}, url = {https://doi.org/10.1109/IGARSS.2008.4779671}, year = {2008}, type = {Conference Paper} } @article{155, author = {Anderson, M. C. and Kustas, W. P. and Alfieri, J. G. and Gao, F. and Hain, C. and Prueger, J. H. and Evett, S. and Colaizzi, P. and Howell, T. and Chávez, J. L.}, title = {Mapping daily evapotranspiration at Landsat spatial scales during the BEAREX'08 field campaign}, journal = {Advances in Water Resources}, volume = {50}, pages = {134–151}, DOI = {10.1016/j.advwatres.2012.06.005}, url = {https://doi.org/10.1016/j.advwatres.2012.06.005}, year = {2012}, type = {Journal Article} } @misc{6155, author = {Anderson, M. C. and Kustas, W. P. and Dulaney, W. P. and Gao, F. and Sumner, D.}, title = {Integration of multi-scale thermal satellite imagery for evaluation of daily evapotranspiration at sub-field scales}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 352}, pages = {132–136}, month = {27–30 September 2010}, note = {READY}, year = {2012}, type = {Conference Paper} } @article{1145, author = {Anderson, M. C. and Kustas, W. P. and Norman, J. M.}, title = {Upscaling and downscaling—A regional view of the soil-plant-atmosphere continuum}, journal = {Agronomy Journal}, volume = {95}, number = {6}, pages = {1408–1423}, DOI = {10.2134/agronj2003.1408}, url = {https://doi.org/10.2134/agronj2003.1408}, year = {2003}, type = {Journal Article} } @misc{842, author = {Anderson, M. C. and Kustas, W. P. and Norman, J. M.}, title = {A multi-scale remote sensing-based modeling system for estimating local and regional fluxes}, publisher = {American Institute of Physics}, volume = {Proceedings}, pages = {146–153}, month = {10–11 November 2005}, note = {READY}, DOI = {10.1063/1.2349338}, url = {https://doi.org/10.1063/1.2349338}, year = {2006}, type = {Conference Paper} } @article{835, author = {Anderson, M. C. and Kustas, W. P. and Norman, J. M.}, title = {Upscaling flux observations from local to continental scales using thermal remote sensing}, journal = {Agronomy Journal}, volume = {99}, number = {1}, pages = {240–254}, DOI = {10.2134/agronj2005.0096S}, url = {https://doi.org/10.2134/agronj2005.0096S}, year = {2007}, type = {Journal Article} } @article{402, author = {Anderson, M. C. and Kustas, W. P. and Norman, J. M. and Hain, C. R. and Mecikalski, J. R. and Schultz, L. and González-Dugo, M. P. and Cammalleri, C. and D'Urso, G. and Pimstein, A. and Gao, F.}, title = {Mapping daily evapotranspiration at field to continental scales using geostationary and polar orbiting satellite imagery}, journal = {Hydrology and Earth System Sciences}, volume = {15}, number = {1}, pages = {223–239}, DOI = {10.5194/hess-15-223-2011}, url = {https://doi.org/10.5194/hess-15-223-2011}, year = {2011}, type = {Journal Article} } @article{1068, author = {Anderson, M. C. and Neale, C. M. U. and Li, F. and Norman, J. M. and Kustas, W. P. and Jayanthi, H. and Chavez, J.}, title = {Upscaling ground observations of vegetation water content, canopy height, and leaf area index during SMEX02 using aircraft and Landsat imagery}, journal = {Remote Sensing of Environment}, volume = {92}, number = {4}, pages = {447–464}, DOI = {10.1016/j.rse.2004.03.019}, url = {https://doi.org/10.1016/j.rse.2004.03.019}, year = {2004}, type = {Journal Article} } @misc{10318, author = {Anderson, M. C. and Norman, J. M. and Diak, G. R. and Kustas, W. P.}, title = {Simple method for estimating surface energy fluxes and air temperatures from satellite observations}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2104–2106}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516902}, url = {https://doi.org/10.1109/IGARSS.1996.516902}, year = {1996}, type = {Conference Paper} } @article{1493, author = {Anderson, M. C. and Norman, J. M. and Diak, G. R. and Kustas, W. P. and Mecikalski, J. R.}, title = {A two-source time-integrated model for estimating surface fluxes using thermal infrared remote sensing}, journal = {Remote Sensing of Environment}, volume = {60}, number = {2}, pages = {195–216}, DOI = {10.1016/S0034-4257(96)00215-5}, url = {https://doi.org/10.1016/S0034-4257(96)00215-5}, year = {1997}, type = {Journal Article} } @article{628, author = {Anderson, M. C. and Norman, J. M. and Kustas, W. P. and Houborg, R. and Starks, P. J. and Agam, N.}, title = {A thermal-based remote sensing technique for routine mapping of land-surface carbon, water and energy fluxes from field to regional scales}, journal = {Remote Sensing of Environment}, volume = {112}, number = {12}, pages = {4227–4241}, DOI = {10.1016/j.rse.2008.07.009}, url = {https://doi.org/10.1016/j.rse.2008.07.009}, year = {2008}, type = {Journal Article} } @article{939, author = {Anderson, M. C. and Norman, J. M. and Kustas, W. P. and Li, F. and Prueger, J. H. and Mecikalski, J. R.}, title = {Effects of vegetation clumping on two-source model estimates of surface energy fluxes from an agricultural landscape during SMACEX}, journal = {Journal of Hydrometeorology}, volume = {6}, number = {6}, pages = {892–909}, DOI = {10.1175/JHM465.1}, url = {https://doi.org/10.1175/JHM465.1}, year = {2005}, type = {Journal Article} } @article{806, author = {Anderson, M. C. and Norman, J. M. and Mecikalski, J. R. and Otkin, J. A. and Kustas, W. P.}, title = {A climatological study of evapotranspiration and moisture stress across the continental United States based on thermal remote sensing—1. Model formulation}, journal = {Journal of Geophysical Research Atmospheres}, volume = {112}, number = {10}, DOI = {10.1029/2006JD007506}, url = {https://doi.org/10.1029/2006JD007506}, year = {2007}, type = {Journal Article} } @article{801, author = {Anderson, M. C. and Norman, J. M. and Mecikalski, J. R. and Otkin, J. A. and Kustas, W. P.}, title = {A climatological study of evapotranspiration and moisture stress across the continental United States based on thermal remote sensing—2. Surface moisture climatology}, journal = {Journal of Geophysical Research Atmospheres}, volume = {112}, number = {11}, DOI = {10.1029/2006JD007507}, url = {https://doi.org/10.1029/2006JD007507}, year = {2007}, type = {Journal Article} } @article{1110, author = {Anderson, M. C. and Norman, J. M. and Mecikalski, J. R. and Torn, R. D. and Kustas, W. P. and Basara, J. B.}, title = {A multiscale remote sensing model for disaggregating regional fluxes to micrometeorological scales}, journal = {Journal of Hydrometeorology}, volume = {5}, number = {2}, pages = {343–363}, DOI = {10.1175/1525-7541(2004)005<0343:AMRSMF>2.0.CO;2}, url = {https://doi.org/10.1175/1525-7541(2004)005<0343:AMRSMF>2.0.CO;2}, year = {2004}, type = {Journal Article} } @article{1356, author = {Anderson, M. C. and Norman, J. M. and Meyers, T. P. and Diak, G. R.}, title = {An analytical model for estimating canopy transpiration and carbon assimilation fluxes based on canopy light-use efficiency}, journal = {Agricultural and Forest Meteorology}, volume = {101}, number = {4}, pages = {265–289}, DOI = {10.1016/S0168-1923(99)00170-7}, url = {https://doi.org/10.1016/S0168-1923(99)00170-7}, year = {2000}, type = {Journal Article} } @article{525, author = {Anderson, M.C. and Twine, T. and Black, A.}, title = {Foreword for special issue on Environmental Biophysics}, journal = {Agricultural and Forest Meteorology}, volume = {149}, number = {12}, pages = {2061–2063}, DOI = {10.1016/j.agrformet.2009.09.003}, url = {https://doi.org/10.1016/j.agrformet.2009.09.003}, year = {2009}, type = {Journal Article} } @article{248, author = {Anderson, M.C. and Zaitchik, B. F. and Simane, B.}, title = {Data and ingenuity for climate change solutuions—Water balance from space—promoting climate resilience in the Blue Nile/Abay Highlands}, journal = {Resource—Engineering and Technology for Sustainable World}, volume = {19}, number = {3}, pages = {14–15}, DOI = {10.13031/2013.41352}, url = {http://elibrary.asabe.org/abstract.asp?aid=41352&t=11}, year = {2012}, type = {Journal Article} } @article{8051, author = {Anderson, M.C. and Zaitchik, B. F. and Simane, B.}, title = {Water balance from space}, journal = {Resource—Engineering and Technology for Sustainable World}, volume = {19}, number = {3}, pages = {14–15}, year = {2012}, type = {Journal Article} } @article{3250, author = {Anderson, M. C. and Zolin, C. A. and Hain, C. R. and Semmens, K. and Tugrul Yilmaz, M. and Gao, F.}, title = {Comparison of satellite-derived LAI and precipitation anomalies over Brazil with a thermal infrared-based Evaporative Stress Index for 2003-2013}, journal = {Journal of Hydrology}, volume = {526}, pages = {287–302}, DOI = {10.1016/j.jhydrol.2015.01.005}, url = {https://doi.org/10.1016/j.jhydrol.2015.01.005}, year = {2015}, type = {Journal Article} } @article{3402, author = {Anderson, M. C. and Zolin, C. A. and Sentelhas, P. C. and Hain, C. R. and Semmens, K. and Tugrul Yilmaz, M. and Gao, F. and Otkin, J. A. and Tetrault, R.}, title = {The Evaporative Stress Index as an indicator of agricultural drought in Brazil—An assessment based on crop yield impacts}, journal = {Remote Sensing of Environment}, volume = {174}, pages = {82–99}, DOI = {10.1016/j.rse.2015.11.034}, url = {https://doi.org/10.1016/j.rse.2015.11.034}, year = {2016}, type = {Journal Article} } @misc{4121, author = {Anderson, N. and Biggar, S. and Burkhart, C. and Thome, K.J. and Mavko, M.}, title = {Bi-directional calibration results for the cleaning of Spectralon™ reference panels}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4814}, pages = {201–210}, month = {7–10 July 2002}, note = {READY}, DOI = {10.1117/12.451780}, url = {https://doi.org/10.1117/12.451780}, year = {2002}, type = {Conference Paper} } @misc{5076, author = {Anderson, N. and Biggar, S. and Thome, K.J. and Leisso, N.}, title = {Solar radiation-based calibration of laboratory grade radiometers}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6677}, month = {26–28 August 2007}, note = {READY}, DOI = {10.1117/12.740146}, url = {https://doi.org/10.1117/12.740146}, year = {2007}, type = {Conference Paper} } @article{8957, author = {Anderson, N. and Czapla-Myers, J. and Leisso, N. and Biggar, S. and Burkhart, C. and Kingston, R. and Thome, K.J.}, title = {Design and calibration of field deployable ground-viewing radiometers}, journal = {Applied Optics}, volume = {52}, number = {2}, pages = {231–240}, DOI = {10.1364/AO.52.000231}, url = {https://doi.org/10.1364/AO.52.000231}, year = {2013}, type = {Journal Article} } @misc{5243, author = {Anderson, N. and Thome, K.J. and Biggar, S. and Czapla-Myers, J. S.}, title = {Design and validation of a transfer radiometer}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7081}, month = {11–13 August 2008}, note = {READY}, DOI = {10.1117/12.795478}, url = {https://doi.org/10.1117/12.795478}, year = {2008}, type = {Conference Paper} } @misc{6736, author = {Anderson, N. and Thome, K.J. and Czapla-Myers, J. and Biggar, S.}, title = {Design of an ultra-portable field transfer radiometer supporting automated vicarious calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9607}, month = {10–13 August 2015}, note = {READY}, DOI = {10.1117/12.2186894}, url = {https://doi.org/10.1117/12.2186894}, year = {2015}, type = {Conference Paper} } @techreport{6239, author = {Anderson, N. and Young, J. and Stockmann, K. and Skog, K. and Healey, S.P. and Loeffler, D. and Greg Jones, J. and Morrison, J.}, report title = {Regional and forest-level estimates of carbon stored in harvested wood products from the United States forest service Northern Region, 1906-2010, General Technical Report, USDA Forest Service, Rocky Mountain Research Station, RMRS-GTR-311}, extent of work = {114}, type = {Report}, DOI = {10.2737/RMRS-GTR-311}, url = {https://doi.org/10.2737/RMRS-GTR-311}, year = {2013}, type = {Report} } @article{8702, author = {Anderson, S. F. and Margon, B. and Deutsch, E. W. and Downes, R. A. and Allen, R. G.}, title = {Time-resolved ultraviolet observations of the globular cluster X-ray source in NGC 6624—The shortest known period binary system}, journal = {Astrophysical Journal}, volume = {482}, number = {1 pt. 2}, pages = {L69–L72}, DOI = {10.1086/310672}, url = {https://doi.org/10.1086/310672}, year = {1997}, type = {Journal Article} } @article{189, author = {Anderson, W. B. and Zaitchik, B. F. and Hain, C. R. and Anderson, M. C. and Yilmaz, M. T. and Mecikalski, J. and Schultz, L.}, title = {Towards an integrated soil moisture drought monitor for East Africa}, journal = {Hydrology and Earth System Sciences}, volume = {16}, number = {8}, pages = {2893–2913}, DOI = {10.5194/hess-16-2893-2012}, url = {https://doi.org/10.5194/hess-16-2893-2012}, year = {2012}, type = {Journal Article} } @article{8453, author = {Andréfouët, S. and Muller-Karger, F. E. and Hochberg, E. J. and Hu, C. and Carder, K. L.}, title = {Change detection in shallow coral reef environments using Landsat 7 ETM+ data}, journal = {Remote Sensing of Environment}, volume = {78}, number = {1–2}, pages = {150–162}, DOI = {10.1016/S0034-4257(01)00256-5}, url = {https://doi.org/10.1016/S0034-4257(01)00256-5}, year = {2001}, type = {Journal Article} } @misc{6454, author = {Andreu, A. and González-Dugo, M. P. and Kustas, W. P. and Polo, M. J. and Anderson, M. C.}, title = {Modelling surface energy fluxes over a dehesa ecosystem using a twosource energy balance model and medium resolution satellite data}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8887}, month = {24–26 September 2013}, note = {READY}, DOI = {10.1117/12.2029235}, url = {https://doi.org/10.1117/12.2029235}, year = {2013}, type = {Conference Paper} } @article{106, author = {Andrew, M. E. and Nelson, T. A. and Wulder, M. A. and Hobart, G. W. and Coops, N. C. and Farmer, C. J. Q.}, title = {Ecosystem classifications based on summer and winter conditions}, journal = {Environmental Monitoring and Assessment}, volume = {185}, number = {4}, pages = {3057–3079}, DOI = {10.1007/s10661-012-2773-z}, url = {https://doi.org/10.1007/s10661-012-2773-z}, year = {2013}, type = {Journal Article} } @article{337, author = {Andrew, M. E. and Wulder, M. A.}, title = {Idiosyncratic responses of Pacific salmon species to land cover, fragmentation, and scale}, journal = {Ecography}, volume = {34}, number = {5}, pages = {780–797}, DOI = {10.1111/j.1600-0587.2010.06607.x}, url = {https://doi.org/10.1111/j.1600-0587.2010.06607.x}, year = {2011}, type = {Journal Article} } @article{3161, author = {Andrew, M. E. and Wulder, M. A. and Cardille, J. A.}, title = {Protected areas in boreal Canada—A baseline and considerations for the continued development of a representative and effective reserve network}, journal = {Environmental Reviews}, volume = {22}, number = {2}, pages = {135–160}, DOI = {10.1139/er-2013-0056}, url = {https://doi.org/10.1139/er-2013-0056}, year = {2014}, type = {Journal Article} } @article{382, author = {Andrew, M. E. and Wulder, M. A. and Coops, N. C.}, title = {How do butterflies define ecosystems? A comparison of ecological regionalization schemes}, journal = {Biological Conservation}, volume = {144}, number = {5}, pages = {1409–1418}, DOI = {10.1016/j.biocon.2011.01.010}, url = {https://doi.org/10.1016/j.biocon.2011.01.010}, year = {2011}, type = {Journal Article} } @article{316, author = {Andrew, M. E. and Wulder, M. A. and Coops, N. C.}, title = {Patterns of protection and threats along productivity gradients in Canada}, journal = {Biological Conservation}, volume = {144}, number = {12}, pages = {2891–2901}, DOI = {10.1016/j.biocon.2011.08.006}, url = {https://doi.org/10.1016/j.biocon.2011.08.006}, year = {2011}, type = {Journal Article} } @article{284, author = {Andrew, M. E. and Wulder, M. A. and Coops, N. C.}, title = {Identification of de facto protected areas in boreal Canada}, journal = {Biological Conservation}, volume = {146}, number = {1}, pages = {97–107}, DOI = {10.1016/j.biocon.2011.11.029}, url = {https://doi.org/10.1016/j.biocon.2011.11.029}, year = {2012}, type = {Journal Article} } @article{265, author = {Andrew, M. E. and Wulder, M. A. and Coops, N. C. and Baillargeon, G.}, title = {Beta-diversity gradients of butterflies along productivity axes}, journal = {Global Ecology and Biogeography}, volume = {21}, number = {3}, pages = {352–364}, DOI = {10.1111/j.1466-8238.2011.00676.x}, url = {https://doi.org/10.1111/j.1466-8238.2011.00676.x}, year = {2012}, type = {Journal Article} } @article{3108, author = {Andrew, M. E. and Wulder, M. A. and Nelson, T. A.}, title = {Potential contributions of remote sensing to ecosystem service assessments}, journal = {Progress in Physical Geography}, volume = {38}, number = {3}, pages = {328–353}, DOI = {10.1177/0309133314528942}, url = {https://doi.org/10.1177/0309133314528942}, year = {2014}, type = {Journal Article} } @article{8651, author = {Andrew, M. E. and Wulder, M. A. and Nelson, T. A. and Coops, N. C.}, title = {Spatial data, analysis approaches, and information needs for spatial ecosystem service assessments—A review}, journal = {GIScience and Remote Sensing}, volume = {52}, number = {3}, pages = {344–373}, DOI = {10.1080/15481603.2015.1033809}, url = {https://doi.org/10.1080/15481603.2015.1033809}, year = {2015}, type = {Journal Article} } @article{12352, author = {Aneece, I. and Foley, D. and Thenkabail, P. and Oliphant, A. and Teluguntla, P.}, title = {New generation hyperspectral data from DESIS compared to high spatial resolution PlanetScope data for crop type classification}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {15}, pages = {1–14}, abstract = {Thoroughly investigating the characteristics of new generation hyperspectral and high spatial resolution spaceborne sensors will advance the study of agricultural crops. Therefore, we compared the performances of hyperspectral Deutsches Zentrum fur Luft - und Raumfahrt- (DLR) Earth Sensing Imaging Spectrometer (DESIS) and high spatial resolution PlanetScope in classifying eight crop types in California's Central Valley during the 2020 growing season. The DESIS sensor onboard the International Space Station collects data at 235 hyperspectral narrowbands (HNB) each with 2.55 nm bandwidth from 400-1000 nm and 30 m spatial resolution. In contrast, PlanetScope Dove-R data have 4 multispectral broadbands (MBB) with 3-4 m spatial resolution. We obtained best classification accuracies using 14 DESIS HNB from the August 2020 image, with an overall accuracy of 85% and producer's and user's accuracies of 72-100% and 75-100% respectively for the eight crops. The best classification accuracies using PlanetScope data were obtained using an image mosaic pair from June and August 2020; this resulted in an overall accuracy of 79% and producer's and user's accuracies of 56-100% and 61-100% respectively. Combining the best 14 DESIS HNB from August 2020 with the 4 PlanetScope MBB from August 2020 yielded an overall accuracy of 82% and producer's and user's accuracies of 65-100% and 60-94% respectively. On one-to-one single date comparisons of DESIS versus PlanetScope data, the hyperspectral data always outperformed high spatial resolution data in crop type classification. Nevertheless, high spatial resolution data will remain invaluable in assessing within-field variability and crop biophysical/biochemical modeling in precision agriculture. Author}, ISSN = {1939-1404}, DOI = {10.1109/JSTARS.2022.3204223}, url = {https://doi.org/10.1109/JSTARS.2022.3204223}, year = {2022}, type = {Journal Article} } @article{11791, author = {Aneece, I. and Thenkabail, P.}, title = {Accuracies achieved in classifying five leading world crop types and their growth stages using optimal Earth Observing-1 Hyperion hyperspectral narrowbands on Google Earth Engine}, journal = {Remote Sensing}, volume = {10}, number = {12}, DOI = {10.3390/rs10122027}, url = {https://doi.org/10.3390/rs10122027}, year = {2018}, type = {Journal Article} } @article{12242, author = {Aneece, I. and Thenkabail, P. S.}, title = {Classifying crop types using two generations of hyperspectral sensors (Hyperion and DESIS) with machine learning on the cloud}, journal = {Remote Sensing}, volume = {13}, number = {22}, DOI = {10.3390/rs13224704}, url = {https://doi.org/10.3390/rs13224704}, year = {2021}, type = {Journal Article} } @article{12380, author = {Aneece, I. and Thenkabail, P. S.}, title = {New generation hyperspectral sensors DESIS and PRISMA provide improved agricultural crop classifications}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {88}, number = {11}, pages = {715–729}, abstract = {Using new remote sensing technology to study agricultural crops will support advances in food and water security. The recently launched, new generation spaceborne hyperspectral sensors, German DLR Earth Sensing Imaging Spectrometer (DESIS) and Italian PRecursore IperSpettrale della Missione Applicativa (PRISMA), provide unprecedented data in hundreds of narrow spectral bands for the study of the Earth. Therefore, our overarching goal in this study was to use these data to explore advances that can be made in agricultural research. We selected PRISMA and DESIS images during the 2020 growing season in California’s Central Valley to study seven major crops. PRISMA and DESIS images were highly correlated (R2 of 0.9–0.95). Out of the 235 DESIS bands (400–1000 nm) and 238 PRISMA bands (400–2500 nm), 26 (11%) and 45 (19%) bands, respectively, were optimal to study agricultural crops. These optimal bands provided crop type classification accuracies of 83–90%. Hyperspectral vegetation indices to estimate plant pigment content, stress, biomass, moisture, and cellulose/lignin content were also identified. © 2022 American Society for Photogrammetry and Remote Sensing.}, DOI = {10.14358/PERS.22-00039R2}, url = {https://doi.org/10.14358/PERS.22-00039R2}, year = {2022}, type = {Journal Article} } @misc{3503, author = {Angal, A. and Brinkmann, J. and Mishra, N. and Link, D. and Xiong, X. J. and Helder, D.L.}, title = {Cross-calibration of the reflective solar bands of Terra MODIS and Landsat 7 Enhanced Thematic Mapper plus over PICS using different approaches}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9639}, month = {21–24 September 2015}, note = {READY}, DOI = {10.1117/12.2195170}, url = {https://doi.org/10.1117/12.2195170}, year = {2015}, type = {Conference Paper} } @misc{3458, author = {Angal, A. and McCorkel, J.T. and Cook, B. and Corp, L. A. and Thome, K.J.}, title = {Radiometric calibration of G-LiHT's imaging spectrometer using GLAMR for satellite sensor intercalibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9607}, month = {9–13 August 2015}, note = {READY}, DOI = {10.1117/12.2188763}, url = {https://doi.org/10.1117/12.2188763}, year = {2015}, type = {Conference Paper} } @misc{3586, author = {Angal, A. and McCorkel, J.T. and Thome, K.J.}, title = {Evaluation of GLAMR-based calibration for SI-traceable field reflectance retrievals}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9972}, month = {28 August–1 September 2016}, note = {READY}, DOI = {10.1117/12.2238630}, url = {https://doi.org/10.1117/12.2238630}, year = {2016}, type = {Conference Paper} } @misc{3584, author = {Angal, A. and McCorkel, J.T. and Thome, K.J.}, title = {Results from source-based and detector-based calibrations of a CLARREO calibration demonstration system}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9972}, month = {28 August–1 September 2016}, note = {READY}, DOI = {10.1117/12.2238634}, url = {https://doi.org/10.1117/12.2238634}, year = {2016}, type = {Conference Paper} } @misc{3230, author = {Angal, A. and Mishra, N. and Xiong, X. and Helder, D.L.}, title = {Cross-calibration of Landsat 5 TM and Landsat 8 OLI with aqua MODIS using PICS}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9218}, month = {18–20 August 2014}, note = {READY}, DOI = {10.1117/12.2062165}, url = {https://doi.org/10.1117/12.2062165}, year = {2014}, type = {Conference Paper} } @article{10849, author = {Angal, A. and Xiong, X. and Helder, D. and Kaewmanee, M. and Leigh, L.}, title = {Assessing the calibration differences in the reflective solar bands of Terra MODIS and Landsat-7 enhanced thematic mapper plus}, journal = {Journal of Applied Remote Sensing}, volume = {12}, number = {4}, DOI = {10.1117/1.JRS.12.044002}, url = {https://doi.org/10.1117/1.JRS.12.044002}, year = {2018}, type = {Journal Article} } @article{12080, author = {Angal, A. and Xiong, X. and Thome, K. and Wenny, B. N.}, title = {Cross-calibration of Terra and Aqua MODIS using RadCalNet}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {18}, number = {2}, pages = {188–192}, DOI = {10.1109/LGRS.2020.2973535}, url = {https://doi.org/10.1109/LGRS.2020.2973535}, year = {2021}, type = {Journal Article} } @article{76, author = {Angal, A. and Xiong, X. J. and Choi, T. J. and Chander, G. and Mishra, N. and Helder, D. L.}, title = {Impact of Terra MODIS Collection 6 on long-term trending comparisons with Landsat 7 ETM+ reflective solar bands}, journal = {Remote Sensing Letters}, volume = {4}, number = {9}, pages = {873–881}, DOI = {10.1080/2150704X.2013.809496}, url = {https://doi.org/10.1080/2150704X.2013.809496}, year = {2013}, type = {Journal Article} } @article{1240, author = {Annandale, J. and Jovanovic, N. and Benadé, N. and Allen, R.G.}, title = {Software for missing data error analysis of Penman-Monteith reference evapotranspiration}, journal = {Irrigation Science}, volume = {21}, number = {2}, pages = {57–67}, DOI = {10.1007/s002710100047}, url = {https://doi.org/10.1007/s002710100047}, year = {2002}, type = {Journal Article} } @article{2499, author = {Anyamba, A. and Justice, C. O. and Tucker, C. J. and Mahoney, R.}, title = {Seasonal to interannual variability of vegetation and fires at SAFARI 2000 sites inferred from advanced very high resolution radiometer time series data}, journal = {Journal of Geophysical Research Atmospheres}, volume = {108}, number = {13}, pages = {SAF 43–1 – SAF 43–26}, DOI = {10.1029/2002JD002464 }, url = {https://doi.org/10.1029/2002JD002464 }, year = {2003}, type = {Journal Article} } @inbook{5745, author = {Arai, K. and Thome, K.J. and Iwasaki, A. and Biggar, S.}, title = {ASTER VNIR and SWIR radiometric calibration and atmospheric correction}, booktitle = {Remote sensing and digital image processing}, editor = {Ramachandran, Bhaskar and Justice, C. and Abrams, M.J.}, connective phrase = {ASTER VNIR and SWIR radiometric calibration and atmospheric correction}, publisher = {Springer}, place published = {New York, N.Y.}, chapter = {chap. 5}, pages = {83–116}, DOI = {10.1007/978-1-4419-6749-7_5}, url = {https://doi.org/10.1007/978-1-4419-6749-7_5}, year = {2011}, type = {Book Section} } @misc{7675, author = {Arai, K. and Tsuchida, S. and Thome, K. J.}, title = {Calibration plan and preliminary field campaign for ASTER}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 2957}, pages = {256–265}, month = {23–27 September 1996}, note = {READY}, DOI = {10.1117/12.265440}, url = {https://doi.org/10.1117/12.265440}, year = {1997}, type = {Conference Paper} } @misc{537, author = {Archibald, S. and Roy, D. P.}, title = {Identifying individual fires from satellite-derived burned area data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {III160–III163}, month = {12–17 July 2009}, note = {READY}, DOI = {10.1109/IGARSS.2009.5417974}, url = {https://doi.org/10.1109/IGARSS.2009.5417974}, year = {2009}, type = {Conference Paper} } @article{609, author = {Archibald, S. and Roy, D. P. and van Wilgen, B. W. and Scholes, R. J.}, title = {What limits fire? An examination of drivers of burnt area in Southern Africa}, journal = {Global Change Biology}, volume = {15}, number = {3}, pages = {613–630}, DOI = {10.1111/j.1365-2486.2008.01754.x}, url = {https://doi.org/10.1111/j.1365-2486.2008.01754.x}, year = {2009}, type = {Journal Article} } @article{444, author = {Archibald, S. and Scholes, R. J. and Roy, D. P. and Roberts, G. and Boschetti, L.}, title = {Southern African fire regimes as revealed by remote sensing}, journal = {International Journal of Wildland Fire}, volume = {19}, number = {7}, pages = {861–878}, DOI = {10.1071/WF10008}, url = {https://doi.org/10.1071/WF10008}, year = {2010}, type = {Journal Article} } @article{11268, author = {Arévalo, P. and Olofsson, P. and Woodcock, C. E.}, title = {Continuous monitoring of land change activities and post-disturbance dynamics from Landsat time series—A test methodology for REDD+ reporting}, journal = {Remote Sensing of Environment}, volume = {238}, DOI = {10.1016/j.rse.2019.01.013}, url = {https://doi.org/10.1016/j.rse.2019.01.013}, year = {2020}, type = {Journal Article} } @article{8288, author = {Argañaraz, J. P. and Radeloff, V. C. and Bar-Massada, A. and Gavier-Pizarro, G. I. and Scavuzzo, C. M. and Bellis, L. M.}, title = {Assessing wildfire exposure in the Wildland-Urban Interface area of the mountains of central Argentina}, journal = {Journal of Environmental Management}, volume = {196}, pages = {499–510}, DOI = {10.1016/j.jenvman.2017.03.058}, url = {https://doi.org/10.1016/j.jenvman.2017.03.058}, year = {2017}, type = {Journal Article} } @article{1478, author = {Arino, O. and Vermote, E.F. and Spaventa, V.}, title = {Operational atmospheric correction of Landsat TM imagery}, journal = {Earth Observation Quarterly}, number = {56}, pages = {32–35}, year = {1997}, type = {Journal Article} } @misc{10202, author = {Arnold, Peter S. and Brown, Scott D. and Schott, John R.}, title = {Hyperspectral simulation of chemical weapon dispersal patterns using DIRSIG}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4029}, pages = {288–299}, month = {24–26 April 2000}, note = {READY}, DOI = {10.1117/12.392538}, url = {https://doi.org/10.1117/12.392538}, year = {2000}, type = {Conference Paper} } @article{838, author = {Arroyo, L. A. and Healey, S. P. and Cohen, W. B. and Cocero, D. and Manzanera, J. A.}, title = {Using object-oriented classification and high-resolution imagery to map fuel types in a Mediterranean region}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {111}, number = {4}, DOI = {10.1029/2005JG000120}, url = {https://doi.org/10.1029/2005JG000120}, year = {2006}, type = {Journal Article} } @article{8185, author = {Arvani, B. and Pierce, R. B. and Lyapustin, A. I. and Wang, Y. and Ghermandi, G. and Teggi, S.}, title = {Seasonal monitoring and estimation of regional aerosol distribution over Po valley, northern Italy, using a high-resolution MAIAC product}, journal = {Atmospheric Environment}, volume = {141}, pages = {106–121}, DOI = {10.1016/j.atmosenv.2016.06.037}, url = {https://doi.org/10.1016/j.atmosenv.2016.06.037}, year = {2016}, type = {Journal Article} } @misc{6429, author = {Arvani, B. and Pierce, R. B. and Lyapustin, A. I. and Wang, Y. and Teggi, S. and Ghermandi, G.}, title = {Application of MAIAC high spatial resolution aerosol retrievals over Po Valley (Italy)}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8890}, month = {23–26 September 2013}, note = {READY}, DOI = {10.1117/12.2029297}, url = {https://doi.org/10.1117/12.2029297}, year = {2013}, type = {Conference Paper} } @misc{2826, author = {Arvidson, Terry and Gasch, John and Goward, S.N.}, title = {Building a global, consistent, and meaningful Landsat 7 data archive}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4049}, pages = {356–367}, month = {24–26 April 2000}, note = {READY}, DOI = {10.1117/12.410359}, url = {https://doi.org/10.1117/12.410359}, year = {2000}, type = {Conference Paper} } @misc{2816, author = {Arvidson, Terry and Gasch, John and Goward, S.N.}, title = {Global vegetation - assessing Landsat 7/ETM+ coverage of tropical rainforest and global agricultural and forest extents}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {393–395}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.860530}, url = {https://doi.org/10.1109/IGARSS.2000.860530}, year = {2000}, type = {Conference Paper} } @article{2814, author = {Arvidson, T. and Gasch, J. and Goward, S. 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R.}, title = {Conterminous United States Land-Cover Change (1985–2016)—New insights from annual time series}, journal = {Land}, volume = {11}, number = {2}, abstract = {Sample-based estimates augmented by complete coverage land-cover maps were used to estimate area and describe patterns of annual land-cover change across the conterminous United States (CONUS) between 1985 and 2016. Most of the CONUS land cover remained stable in terms of net class change over this time, but a substantial gross change dynamic was captured by the annual and cumulative time intervals. The dominant types of changes can be grouped into natural resource cycles, increases in urbanization, and surface-water dynamics. The annual estimates over the 30-year time series showed a reduction in the rate of urban expansion after 2006, new growth in cropland after 2007, but a net overall decline in cropland since 1985, and two eras of net tree cover loss, the first one early in the time series and the second starting in 2012. Our study provides a holistic assessment of the CONUS land-cover conversion (class) change and can serve as a new benchmark for future research. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.}, DOI = {10.3390/land11020298}, url = {https://doi.org/10.3390/land11020298}, year = {2022}, type = {Journal Article} } @misc{3380, author = {Awadallah, M. and Gopalakrishnan, R. and Ghannam, S. and Abbott, A. L. and Wynne, R. H. and Thomas, V. A.}, title = {An adaptive ground-filtering technique for noisy high-altitude laser profiling data}, publisher = {American Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, pages = {32–41}, month = {4–8 May 2015}, note = {READY}, DOI = {http://www.asprs.org/a/publications/proceedings/IGTF2015/2C%5BLD5H4%5D-paper.pdf}, url = {http://www.asprs.org/a/publications/proceedings/IGTF2015/2C%5BLD5H4%5D-paper.pdf}, year = {2015}, type = {Conference Paper} } @misc{11553, author = {Aytac, Y. and Thome, K. and Wenny, B. N. and Angal, A. and Shuman, T. M. and McAndrew, B.}, title = {Detector based calibration of a portable imaging spectrometer for CLARREO Pathfinder Mission}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11127}, month = {11–15 August 2019}, note = {READY}, DOI = {10.1117/12.2528760}, url = {https://doi.org/10.1117/12.2528760}, year = {2019}, type = {Conference Paper} } @misc{9979, author = {Baccheschi, N. L. and Brown, S. and Kerekes, J. and Schott, J.R.}, title = {Generation of a combined dataset of simulated radar and EO/IR imagery}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5806}, pages = {88–99}, month = {28 March–1 April 2005}, note = {READY}, DOI = {10.1117/12.605711}, url = {https://doi.org/10.1117/12.605711}, year = {2005}, type = {Conference Paper} } @article{1103, author = {Baccini, A. and Friedl, M. A. and Woodcock, C. 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J. and Kayastha, N. and Gastellu-Etchegorry, J. and Townsend, P. A.}, title = {An LUT-Based inversion of DART model to estimate forest LAI from hyperspectral data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {8}, number = {6}, pages = {3147–3160}, DOI = {10.1109/JSTARS.2015.2401515}, url = {https://doi.org/10.1109/JSTARS.2015.2401515}, year = {2015}, type = {Journal Article} } @article{395, author = {Banskota, A. and Wynne, R. H. and Johnson, P. and Emessiene, B.}, title = {Synergistic use of very high-frequency radar and discrete-return lidar for estimating biomass in temperate hardwood and mixed forests}, journal = {Annals of Forest Science}, volume = {68}, number = {2}, pages = {347–356}, DOI = {10.1007/s13595-011-0023-0}, url = {https://doi.org/10.1007/s13595-011-0023-0}, year = {2011}, type = {Journal Article} } @article{364, author = {Banskota, A. and Wynne, R. 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A.}, title = {Investigating the utility of wavelet transforms for inverting a 3-D radiative transfer model using hyperspectral data to retrieve forest LAI}, journal = {Remote Sensing}, volume = {5}, number = {6}, pages = {2639–2659}, DOI = {10.3390/rs5062639}, url = {https://doi.org/10.3390/rs5062639}, year = {2013}, type = {Journal Article} } @article{8603, author = {Bar Massada, A. and Radeloff, V. C. and Stewart, S. I.}, title = {Allocating fuel breaks to optimally protect structures in the wildland-urban interface}, journal = {International Journal of Wildland Fire}, volume = {20}, number = {1}, pages = {59–68}, DOI = {10.1071/WF09041}, url = {https://doi.org/10.1071/WF09041}, year = {2011}, type = {Journal Article} } @article{8242, author = {Bar Massada, A. and Radeloff, V. C. and Stewart, S. I. and Hawbaker, T. 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C.}, title = {Combining satellite-based fire observations and ground-based lightning detections to identify lightning fires across the conterminous USA}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {5}, number = {5}, pages = {1438–1447}, DOI = {10.1109/JSTARS.2012.2193665}, url = {https://doi.org/10.1109/JSTARS.2012.2193665}, year = {2012}, type = {Journal Article} } @article{8743, author = {Bar-Massada, A. and Radeloff, V. C. and Stewart, S. I.}, title = {Biotic and abiotic effects of human settlements in the wildland-urban interface}, journal = {BioScience}, volume = {64}, number = {5}, pages = {429–437}, DOI = {10.1093/biosci/biu039}, url = {https://doi.org/10.1093/biosci/biu039}, year = {2014}, type = {Journal Article} } @article{8284, author = {Bar-Massada, A. and Stewart, S. I. and Hammer, R. B. and Mockrin, M. H. and Radeloff, V. 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A. and Mitra, B. and Dore, S.}, title = {Vegetation productivity responds to sub-annual climate conditions across semiarid biomes}, journal = {Ecosphere}, volume = {7}, number = {5}, DOI = {10.1002/ecs2.1339}, url = {https://doi.org/10.1002/ecs2.1339}, year = {2016}, type = {Journal Article} } @techreport{11720, author = {Barnes, R. A. and Eplee Jr, R. E. and Biggar, S. F. and Thome, K. J. and Zalewski, E. F. and Slater, P. and Holmes, A. W.}, editor = {Hooker, S.B. and Firestone, E.R.}, report title = {The SeaWiFS solar radiation-based calibration-and the transfer-to-orbit experiment, SeaWIFS Postlaunch Technical Report Series, NASA Technical Memorandum 1999-206892, v. 5}, extent of work = {28}, type = {Report}, DOI = {https://oceancolor.gsfc.nasa.gov/docs/technical/seawifs_reports/postlaunch/post_vol5_abs/}, url = {https://oceancolor.gsfc.nasa.gov/docs/technical/seawifs_reports/postlaunch/post_vol5_abs/}, year = {1999}, type = {Report} } @article{8942, author = {Barnes, R. A. and Eplee, R. E., Jr. and Biggar, S. F. and Thome, K. J. and Zalewski, E. F. and Slater, P. N. and Holmes, A. W.}, title = {SeaWiFS transfer-to-orbit experiment}, journal = {Applied Optics}, volume = {39}, number = {30}, pages = {5620–5631}, DOI = {10.1364/AO.39.005620}, url = {https://doi.org/10.1364/AO.39.005620}, year = {2000}, type = {Journal Article} } @article{10987, author = {Barnett, D. T. and Duffy, P. A. and Schimel, D. S. and Krauss, R. E. and Irvine, K. M. and Davis, F. W. and Gross, J. E. and Azuaje, E. I. and Thorpe, A. S. and Gudex-Cross, D. and Patterson, M. and McKay, J. M. and McCorkel, J. T. and Meier, C. L.}, title = {The terrestrial organism and biogeochemistry spatial sampling design for the National Ecological Observatory Network}, journal = {Ecosphere}, volume = {10}, number = {2}, DOI = {10.1002/ecs2.2540}, url = {https://doi.org/10.1002/ecs2.2540}, year = {2019}, type = {Journal Article} } @misc{10070, author = {Barsi, J. A. and Barker, J. L. and Schott, J. R.}, title = {An atmospheric correction parameter calculator for a single thermal band Earth-sensing instrument}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3014–3016}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1294665}, url = {https://doi.org/10.1109/IGARSS.2003.1294665}, year = {2003}, type = {Conference Paper} } @misc{866, author = {Barsi, J. A. and Hook, S. J. and Palluconi, F. D. and Schott, J. R. and Raqueno, N. G.}, title = {Landsat TM and ETM+ thermal band calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6296}, month = {14–16 August 2006}, note = {READY}, DOI = {10.1117/12.683212}, url = {https://doi.org/10.1117/12.683212}, year = {2006}, type = {Conference Paper} } @article{776, author = {Barsi, J. A. and Hook, S. J. and Schott, J. R. and Raqueno, N. G. and Markham, B. L.}, title = {Landsat-5 thematic mapper thermal band calibration update}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {4}, number = {4}, pages = {552–555}, DOI = {10.1109/LGRS.2007.896322}, url = {https://doi.org/10.1109/LGRS.2007.896322}, year = {2007}, type = {Journal Article} } @misc{3583, author = {Barsi, J. A. and Markham, B. L. and Czapla-Myers, J. S. and Helder, D. L. and Hook, S. J. and Schott, J. R. and Haque, M. O.}, title = {Landsat-7 ETM+ radiometric calibration status}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9972}, month = {28 August–1 September 2016}, note = {READY}, DOI = {10.1117/12.2238625}, url = {https://doi.org/10.1117/12.2238625}, year = {2016}, type = {Conference Paper} } @misc{6163, author = {Barsi, J. A. and Markham, B. L. and Helder, D. L.}, title = {Continued monitoring of Landsat reflective band calibration using pseudo-invariant calibration sites}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7007–7010}, month = {22–27 July 2012}, note = {READY}, DOI = {10.1109/IGARSS.2012.6351958}, url = {https://doi.org/10.1109/IGARSS.2012.6351958}, year = {2012}, type = {Conference Paper} } @misc{763, author = {Barsi, J. A. and Markham, B. L. and Helder, D. L. and Chander, G.}, title = {Radiometric calibration status of Landsat-7 and Landsat-5}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6744}, month = {17–20 September 2007}, note = {READY}, DOI = {10.1117/12.738221}, url = {https://doi.org/10.1117/12.738221}, year = {2007}, type = {Conference Paper} } @misc{11554, author = {Barsi, J. A. and Markham, B. L. and McCorkel, J. and McAndrew, B. and Donley, E. and Morland, E. and Pharr, J. and Rodriguez, M. and Shuman, T. and Sushkov, A. and Zukowski, B.}, title = {The Operational Land Imager-2—Prelaunch spectral characterization}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11127}, month = {11–15 August 2019}, note = {READY}, DOI = {10.1117/12.2529776}, url = {https://doi.org/10.1117/12.2529776}, year = {2019}, type = {Conference Paper} } @misc{7212, author = {Barsi, J. A. and Markham, B. L. and Montanaro, M. and Morfitt, R. and Hook, S. J. and Schott, J. R. and Raqueno, N. G. and Gerace, A.}, title = {Landsat-8 TIRS thermal radiometric calibration status}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10402}, month = {6–10 August 2017}, note = {READY}, DOI = {10.1117/12.2276045}, url = {https://doi.org/10.1117/12.2276045}, year = {2017}, type = {Conference Paper} } @misc{554, author = {Barsi, J. A. and Markham, B. L. and Schott, J. R. and Hook, S. J. and Raqueno, N. G.}, title = {Landsat-7 and Landsat-5 thermal band calibration updates}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7452}, month = {3–5 August 2009}, note = {READY}, DOI = {10.1117/12.828501}, url = {https://doi.org/10.1117/12.828501}, year = {2009}, type = {Conference Paper} } @misc{5707, author = {Barsi, J. A. and Markham, B. L. and Schott, J. R. and Hook, S. J. and Raqueno, N. G.}, title = {Twenty-five years of Landsat thermal band calibration}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2287–2290}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5652528}, url = {https://doi.org/10.1109/IGARSS.2010.5652528}, year = {2010}, type = {Conference Paper} } @misc{10869, author = {Barsi, J. A. and McCorkel, J. and McAndrew, B. and Zukowski, B. and Shuman, T. and Johnston, S. and Markham, B.}, title = {Spectral testing of the Landsat-9 OLI-2 instrument using the Goddard Laser Absolute Measurement of Radiance (GLAMR)}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10764}, month = {19–23 August 2018}, note = {READY}, DOI = {10.1117/12.2321192}, url = {https://doi.org/10.1117/12.2321192}, year = {2018}, type = {Conference Paper} } @misc{12406, author = {Barsi, J. A. and Montanaro, M. and Thome, K. L. and Raqueno, N. G. and Hook, S. and Anderson, C. H. and Micijevic, E.}, title = {Early radiometric performance of Landsat-9 Thermal Infrared Sensor}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12232}, month = {21–26 August 2022}, note = {READY}, abstract = {Landsat-9, launched on September 27, 2021, carries the Thermal Infrared Sensor (TIRS). The Landsat-9 TIRS is a close copy of the Landsat-8 TIRS instrument; it is a two spectral-band, pushbroom sensor with three Sensor Chip Assemblies (SCAs) that cover the 15-degree field-of-view. The primary radiometric change between the instruments is the addition of baffling in the Landsat-9 TIRS telescope to mitigate the stray light issue that has impacted the radiometric quality of Landsat-8 TIRS. The on-orbit radiometric performance is monitored using the on-board variable temperature blackbody and views of deep space. Maneuvers to look at and around the moon have provided an assessment of the stray light. The absolute calibration is monitored by vicarious calibration techniques by teams at NASA/Jet Propulsion Lab and the Rochester Institute of Technology. Landsat-9 completed a three-month commissioning phase in January 2022 and has been operational since February 2022. The instrument has demonstrated excellent radiometric performance, as assessed from the on-orbit measurements. The TIRS instrument is radiometrically stable to 0.1% within a power cycle, and has noise levels below 0.1K. The lunar scans and the vicarious calibration data provide evidence that the stray light has been effectively mitigated. © 2022 SPIE.}, keywords = {Landsat-9 radiometric calibration thermal band TIRS Calibration Infrared detectors Infrared radiation NASA Orbits Radiometry Stray light LANDSAT On orbit Pushbroom sensors Radiometric calibrations Radiometric performance Spectral band Thermal bands Thermal infrared sensors Vicarious calibration}, DOI = {10.1117/12.2634058}, url = {https://doi.org/10.1117/12.2634058}, year = {2022}, type = {Conference Paper} } @article{3194, author = {Barsi, J. A. and Schott, J. R. and Hook, S. J. and Raqueno, N. G. and Markham, B. L. and Radocinski, R. G.}, title = {Landsat-8 thermal infrared sensor (TIRS) vicarious radiometric calibration}, journal = {Remote Sensing}, volume = {6}, number = {11}, pages = {11607–11626}, DOI = {10.3390/rs61111607}, url = {https://doi.org/10.3390/rs61111607}, year = {2014}, type = {Journal Article} } @misc{9946, author = {Barsi, J. A. and Schott, J. R. and Palluconi, F. D. and Hook, S. J.}, title = {Validation of a web-based atmospheric correction tool for single thermal band instruments}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5882}, month = {31 July–1 August 2005}, note = {READY}, DOI = {10.1117/12.619990}, url = {https://doi.org/10.1117/12.619990}, year = {2005}, type = {Conference Paper} } @article{1172, author = {Bartalev, S. A. and Belward, A. S. and Erchov, D. V. and Isaev, A. S.}, title = {A new SPOT4-VEGETATION derived land cover map of Northern Eurasia}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {9}, pages = {1977–1982}, DOI = {10.1080/0143116031000066297}, url = {https://doi.org/10.1080/0143116031000066297}, year = {2003}, type = {Journal Article} } @article{3392, author = {Bartels, S. F. and Chen, H. Y. H. and Wulder, M. A. and White, J. C.}, title = {Trends in post-disturbance recovery rates of Canada's forests following wildfire and harvest}, journal = {Forest Ecology and Management}, volume = {361}, pages = {194–207}, DOI = {10.1016/j.foreco.2015.11.015}, url = {https://doi.org/10.1016/j.foreco.2015.11.015}, year = {2016}, type = {Journal Article} } @article{1001, author = {Bartholomé, E. and Belward, A. 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J. and Tansey, K.}, title = {Use of data from the VEGETATION instrument for global environmental monitoring—Some lessons from the GLC 2000 and the GBA 2000 projects}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {576–578}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1293847}, url = {https://doi.org/10.1109/IGARSS.2003.1293847}, year = {2003}, type = {Conference Paper} } @misc{543, author = {Bartlett, B. and Devaraj, C. and Gartley, M. and Salvaggio, C. and Schott, J. 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R. and Mukhopadhyay, S. and Zhang, G. and Milesi, C. and Michaelis, A. and Votava, P. and Dubayah, R. and Duncanson, L. and Cook, B. and Yu, Y. and Saatchi, S. and DiBiano, R. and Karki, M. and Boyda, E. and Kumar, U. and Li, S.}, title = {A semiautomated probabilistic framework for tree-cover delineation from 1-m NAIP imagery using a high-performance computing architecture}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {53}, number = {10}, pages = {5690–5708}, DOI = {10.1109/TGRS.2015.2428197}, url = {https://doi.org/10.1109/TGRS.2015.2428197}, year = {2015}, type = {Journal Article} } @article{6770, author = {Basu, S. and Karki, M. and Ganguly, S. and DiBiano, R. and Mukhopadhyay, S. and Nemani, R.R.}, title = {Learning sparse feature representations using probabilistic quadtrees and Deep Belief Nets}, journal = {Natural Processing Letters}, volume = {45}, number = {3}, pages = {855–867}, DOI = {10.1007/s11063-016-9556-4}, url = {https://doi.org/10.1007/s11063-016-9556-4}, year = {2015}, type = {Journal Article} } @misc{7116, author = {Basu, S. and Karki, M. and Mukhopadhyay, S. and Ganguly, S. and Nemani, R.R. and Dibiano, R. and Gayaka, S.}, title = {A theoretical analysis of Deep Neural Networks for texture classification}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {992–999}, month = {24–29 July 2016}, note = {READY}, DOI = {10.1109/IJCNN.2016.7727306}, url = {https://doi.org/10.1109/IJCNN.2016.7727306}, year = {2016}, type = {Conference Paper} } @article{8319, author = {Basu, S. and Mukhopadhyay, S. and Karki, M. and DiBiano, R. and Ganguly, S. and Nemani, R.R. and Gayaka, S.}, title = {Deep neural networks for texture classification—A theoretical analysis}, journal = {Neural Networks}, volume = {97}, pages = {173–182}, DOI = {10.1016/j.neunet.2017.10.001}, url = {https://doi.org/10.1016/j.neunet.2017.10.001}, year = {2018}, type = {Journal Article} } @article{8150, author = {Bateman, B. 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J.}, title = {Potential breeding distributions of U.S. birds predicted with both short-term variability and long-term average climate data}, journal = {Ecological Applications}, volume = {26}, number = {8}, pages = {2718–2729}, DOI = {10.1002/eap.1416}, url = {https://doi.org/10.1002/eap.1416}, year = {2016}, type = {Journal Article} } @article{8837, author = {Bateman, B. L. and Pidgeon, A. M. and Radeloff, V. C. and Vanderwal, J. and Thogmartin, W. E. and Vavrus, S. J. and Heglund, P. J.}, title = {The pace of past climate change vs. potential bird distributions and land use in the United States}, journal = {Global Change Biology}, volume = {22}, number = {3}, pages = {1130–1144}, DOI = {10.1111/gcb.13154}, url = {https://doi.org/10.1111/gcb.13154}, year = {2016}, type = {Journal Article} } @article{347, author = {Bater, C. W. and Coops, N. C. and Wulder, M. A. and Hilker, T. and Nielsen, S. E. and McDermid, G. and Stenhouse, G. 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F. and Hilker, T. and Næsset, E.}, title = {Stability of sample-based scanning-LiDAR-derived vegetation metrics for forest monitoring}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {49}, number = {6 PART 2}, pages = {2385–2392}, DOI = {10.1109/TGRS.2010.2099232}, url = {https://doi.org/10.1109/TGRS.2010.2099232}, year = {2011}, type = {Journal Article} } @article{497, author = {Bater, C. W. and Wulder, M. A. and White, J. C. and Coops, N. C.}, title = {Integration of LIDAR and digital aerial imagery for detailed estimates of lodgepole Pine (Pinus contorta) volume killed by mountain Pine Beetle (Dendroctonus ponderosae)}, journal = {Journal of Forestry}, volume = {108}, number = {3}, pages = {111–119}, DOI = {http://www.ingentaconnect.com/content/saf/jof/2010/00000108/00000003/art00006}, url = {http://www.ingentaconnect.com/content/saf/jof/2010/00000108/00000003/art00006}, year = {2010}, type = {Journal Article} } @article{3608, author = {Baumann, M. and Gasparri, I. and Piquer-Rodríguez, M. and Gavier Pizarro, G. and Griffiths, P. and Hostert, P. and Kuemmerle, T.}, title = {Carbon emissions from agricultural expansion and intensification in the Chaco}, journal = {Global Change Biology}, volume = {23}, number = {5}, pages = {1902–1916}, DOI = {10.1111/gcb.13521}, url = {https://doi.org/10.1111/gcb.13521}, year = {2017}, type = {Journal Article} } @article{365, author = {Baumann, M. and Kuemmerle, T. and Elbakidze, M. and Ozdogan, M. and Radeloff, V. C. and Keuler, N. S. and Prishchepov, A. V. and Kruhlov, I. and Hostert, P.}, title = {Patterns and drivers of post-socialist farmland abandonment in Western Ukraine}, journal = {Land Use Policy}, volume = {28}, number = {3}, pages = {552–562}, DOI = {10.1016/j.landusepol.2010.11.003}, url = {https://doi.org/10.1016/j.landusepol.2010.11.003}, year = {2011}, type = {Journal Article} } @article{8362, author = {Baumann, M. and Ozdogan, M. and Kuemmerle, T. and Wendland, K. J. and Esipova, E. and Radeloff, V. C.}, title = {Using the Landsat record to detect forest-cover changes during and after the collapse of the Soviet Union in the temperate zone of European Russia}, journal = {Remote Sensing of Environment}, volume = {124}, pages = {174–184}, DOI = {10.1016/j.rse.2012.05.001}, url = {https://doi.org/10.1016/j.rse.2012.05.001}, year = {2012}, type = {Journal Article} } @article{8277, author = {Baumann, M. and Ozdogan, M. and Richardson, A. D. and Radeloff, V. C.}, title = {Phenology from Landsat when data is scarce—Using MODIS and Dynamic Time-Warping to combine multi-year Landsat imagery to derive annual phenology curves}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {54}, pages = {72–83}, DOI = {10.1016/j.jag.2016.09.005}, url = {https://doi.org/10.1016/j.jag.2016.09.005}, year = {2017}, type = {Journal Article} } @article{8371, author = {Baumann, M. and Ozdogan, M. and Wolter, P. T. and Krylov, A. and Vladimirova, N. and Radeloff, V. C.}, title = {Landsat remote sensing of forest windfall disturbance}, journal = {Remote Sensing of Environment}, volume = {143}, pages = {171–179}, DOI = {10.1016/j.rse.2013.12.020}, url = {https://doi.org/10.1016/j.rse.2013.12.020}, year = {2014}, type = {Journal Article} } @article{8132, author = {Baumann, M. and Radeloff, V. C. and Avedian, V. and Kuemmerle, T.}, title = {Land-use change in the Caucasus during and after the Nagorno-Karabakh conflict}, journal = {Regional Environmental Change}, volume = {15}, number = {8}, pages = {1703–1716}, DOI = {10.1007/s10113-014-0728-3}, url = {https://doi.org/10.1007/s10113-014-0728-3}, year = {2015}, type = {Journal Article} } @article{9038, author = {Bayas, J. C. L. and See, L. and Perger, C. and Justice, C.O. and Nakalembe, C. and Dempewolf, J. and Fritz, S.}, title = {Validation of automatically generated global and regional cropland data sets—The case of Tanzania}, journal = {Remote Sensing}, volume = {9}, number = {8}, DOI = {10.3390/rs9080815}, url = {https://doi.org/10.3390/rs9080815}, year = {2017}, type = {Journal Article} } @article{8863, author = {Beamer, J. P. and Huntington, J. L. and Morton, C. G. and Pohll, G. M.}, title = {Estimating annual groundwater evapotranspiration from phreatophytes in the Great Basin using Landsat and flux tower measurements}, journal = {Journal of the American Water Resources Association}, volume = {49}, number = {3}, pages = {518–533}, DOI = {10.1111/jawr.12058}, url = {https://doi.org/10.1111/jawr.12058}, year = {2013}, type = {Journal Article} } @article{8224, author = {Beaudry, F. and Ferris, M. C. and Pidgeon, A. M. and Radeloff, V. C.}, title = {Identifying areas of optimal multispecies conservation value by accounting for incompatibilities between species}, journal = {Ecological Modelling}, volume = {332}, pages = {74–82}, DOI = {10.1016/j.ecolmodel.2016.04.007}, url = {https://doi.org/10.1016/j.ecolmodel.2016.04.007}, year = {2016}, type = {Journal Article} } @article{8845, author = {Beaudry, F. and Pidgeon, A. M. and Mladenoff, D. J. and Howe, R. W. and Bartelt, G. A. and Radeloff, V. C.}, title = {Optimizing regional conservation planning for forest birds}, journal = {Journal of Applied Ecology}, volume = {48}, number = {3}, pages = {726–735}, DOI = {10.1111/j.1365-2664.2011.01985.x}, url = {https://doi.org/10.1111/j.1365-2664.2011.01985.x}, year = {2011}, type = {Journal Article} } @article{8190, author = {Beaudry, F. and Pidgeon, A. M. and Radeloff, V. C. and Howe, R. W. and Mladenoff, D. J. and Bartelt, G. A.}, title = {Modeling regional-scale habitat of forest birds when land management guidelines are needed but information is limited}, journal = {Biological Conservation}, volume = {143}, number = {7}, pages = {1759–1769}, DOI = {10.1016/j.biocon.2010.04.025}, url = {https://doi.org/10.1016/j.biocon.2010.04.025}, year = {2010}, type = {Journal Article} } @article{8195, author = {Beaudry, F. and Radeloff, V. C. and Pidgeon, A. M. and Plantinga, A. J. and Lewis, D. J. and Helmers, D. and Butsic, V.}, title = {The loss of forest birds habitats under different land use policies as projected by a coupled ecological-econometric model}, journal = {Biological Conservation}, volume = {165}, pages = {1–9}, DOI = {10.1016/j.biocon.2013.05.016}, url = {https://doi.org/10.1016/j.biocon.2013.05.016}, year = {2013}, type = {Journal Article} } @article{10964, author = {Becker-Reshef, I. and Barker, B. and Humber, M. and Puricelli, E. and Sanchez, A. and Sahajpal, R. and McGaughey, K. and Justice, C. and Baruth, B. and Wu, B. and Prakash, A. and Abdolreza, A. and Jarvis, I.}, title = {The GEOGLAM crop monitor for AMIS—Assessing crop conditions in the context of global markets}, journal = {Global Food Security}, volume = {23}, pages = {173–181}, DOI = {10.1016/j.gfs.2019.04.010}, url = {https://doi.org/10.1016/j.gfs.2019.04.010}, year = {2019}, type = {Journal Article} } @article{10718, author = {Becker-Reshef, I. and Franch, B. and Barker, B. and Murphy, E. and Santamaria-Artigas, A. and Humber, M. and Skakun, S. and Vermote, E.}, title = {Prior season crop type masks for winter wheat yield forecasting—A US case study}, journal = {Remote Sensing}, volume = {10}, number = {10}, DOI = {10.3390/rs10101659}, url = {https://doi.org/10.3390/rs10101659}, year = {2018}, type = {Journal Article} } @misc{11004, author = {Becker-Reshef, I. and Justice, C. and Whitcraft, A. K. and Jarvis, I.}, title = {Geoglam—A Geo initiative on global agricultural monitoring}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8155–8157}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8517575}, url = {https://doi.org/10.1109/IGARSS.2018.8517575}, year = {2018}, type = {Conference Paper} } @article{481, author = {Becker-Reshef, I. and Justice, C.O. and Sullivan, M. and Vermote, E.F. and Tucker, C. and Anyamba, A. and Small, J. and Pak, E. and Masuoka, E. and Schmaltz, J. and Hansen, M.C. and Pittman, K. and Birkett, C. and Williams, D.L. and Reynolds, C. and Doorn, B.}, title = {Monitoring Global Croplands with Coarse Resolution Earth Observations—The Global Agriculture Monitoring (GLAM) Project}, journal = {Remote Sensing}, volume = {2}, number = {6}, pages = {1589–1609}, DOI = {10.3390/rs2061589}, url = {https://doi.org/10.3390/rs2061589}, year = {2010}, type = {Journal Article} } @article{477, author = {Becker-Reshef, I. and Vermote, E.F. and Lindeman, M. and Justice, C.O.}, title = {A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data}, journal = {Remote Sensing of Environment}, volume = {114}, number = {6}, pages = {1312–1323}, DOI = {10.1016/j.rse.2010.01.010}, url = {https://doi.org/10.1016/j.rse.2010.01.010}, year = {2010}, type = {Journal Article} } @article{12341, author = {Begeman, C. and Helder, D. and Leigh, L. and Pinkert, C.}, title = {Relative radiometric correction of pushbroom satellites using the yaw maneuver}, journal = {Remote Sensing}, volume = {14}, number = {12}, abstract = {Earth-imaging satellites commonly acquire multispectral imagery using linear array detectors formatted as a pushbroom scanner. Landsat 8, a well-known example, uses pushbroom scanning and thus has 73,000 individual detectors. These 73,000 detectors are split among 14 different focal plane modules (FPM), and each detector and FPM exhibit unique behavior when monitoring a uniform radiance value. To correct for each detector’s differences in sensor measurement, a novel technique of relative gain estimation that employs an optimized modified signal-to-noise ratio through a 90◦ yaw maneuver, also known as side slither, is presented that allows for both FPM and detector-level relative gain calculation. A periodic model based on in-scene FPM corrections was designed as a go-to model for all bands aboard Landsat 8. Relative gains derived from the side-slither technique and applied to imagery provide a visual and statistical reduction in detector-level and FPM-level striping and banding in Landsat 8 imagery. Both reflective and thermal wavelengths are corrected to a level that rivals current operational methods. While Landsat 8 is used as an example, the methodology is applicable to all linear array sensors that can perform a 90◦ yaw maneuver. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.}, DOI = {10.3390/rs14122820}, url = {https://doi.org/10.3390/rs14122820}, year = {2022}, type = {Journal Article} } @article{8071, author = {Behnke, R. and Vavrus, S. and Allstadt, A. and Albright, T. and Thogmartin, W. E. and Radeloff, V. C.}, title = {Evaluation of downscaled, gridded climate data for the conterminous United States}, journal = {Ecological Applications}, volume = {26}, number = {5}, pages = {1338–1351}, DOI = {10.1002/15-1061}, url = {https://doi.org/10.1002/15-1061}, year = {2016}, type = {Journal Article} } @article{10726, author = {Bell, D. M. and Gregory, M. J. and Kane, V. and Kane, J. and Kennedy, R. E. and Roberts, H. M. and Yang, Z.}, title = {Multiscale divergence between Landsat- and lidar-based biomass mapping is related to regional variation in canopy cover and composition 07 Agricultural and Veterinary Sciences 0705 Forestry Sciences 09 Engineering 0909 Geomatic Engineering}, journal = {Carbon Balance and Management}, volume = {13}, number = {1}, DOI = {10.1186/s13021-018-0104-6}, url = {https://doi.org/10.1186/s13021-018-0104-6}, year = {2018}, type = {Journal Article} } @article{1431, author = {Bell, R. E. and Blankenship, D. D. and Finn, C. A. and Morse, D. L. and Scambos, T. A. and Brozena, J. M. and Hodge, S. M.}, title = {Influence of subglacial geology on the onset of a West antarctic ice stream from aerogeophysical observations}, journal = {Nature}, volume = {394}, number = {6688}, pages = {58–62}, DOI = {10.1038/27883}, url = {https://doi.org/10.1038/27883}, year = {1998}, type = {Journal Article} } @article{9020, author = {Belle, J. H. and Chang, H. H. and Wang, Y. and Hu, X. and Lyapustin, A.I. and Liu, Y.}, title = {The potential impact of satellite-retrieved cloud parameters on ground-level PM2.5 mass and composition}, journal = {International Journal of Environmental Research and Public Health}, volume = {14}, number = {10}, DOI = {10.3390/ijerph14101244}, url = {https://doi.org/10.3390/ijerph14101244}, year = {2017}, type = {Journal Article} } @article{8245, author = {Bellis, L. M. and Pidgeon, A. M. and Alcántara, C. and Dardanelli, S. and Radeloff, V. C.}, title = {Influences of succession and erosion on bird communities in a South American highland wooded landscape}, journal = {Forest Ecology and Management}, volume = {349}, pages = {85–93}, DOI = {10.1016/j.foreco.2015.03.047}, url = {https://doi.org/10.1016/j.foreco.2015.03.047}, year = {2015}, type = {Journal Article} } @article{8987, author = {Bellis, L. M. and Pidgeon, A. M. and Radeloff, V. C. and St-Louis, V. and Navarro, J. L. and Martella, M. B.}, title = {Modeling habitat suitability for greater rheas based on satellite image texture}, journal = {Ecological Applications}, volume = {18}, number = {8}, pages = {1956–1966}, DOI = {10.1890/07-0243.1}, url = {https://doi.org/10.1890/07-0243.1}, year = {2008}, type = {Journal Article} } @article{10688, author = {Beloconi, A. and Chrysoulakis, N. and Lyapustin, A. and Utzinger, J. and Vounatsou, P.}, title = {Bayesian geostatistical modelling of PM10 and PM2.5 surface level concentrations in Europe using high-resolution satellite-derived products}, journal = {Environment International}, volume = {121}, pages = {57–70}, DOI = {10.1016/j.envint.2018.08.041}, url = {https://doi.org/10.1016/j.envint.2018.08.041}, year = {2018}, type = {Journal Article} } @inbook{1530, author = {Belward, A. S.}, title = {AVHRR data sets for global terrestrial ecosystem monitoring}, booktitle = {Advances in the use of NOAA AVHRR data for land applications}, editor = {D'Souza, G. and Belward, A.S. and Malingreau, J.-P.}, connective phrase = {AVHRR data sets for global terrestrial ecosystem monitoring}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, pages = {455–470}, DOI = {10.1007/978-94-009-0203-9_19}, url = {https://doi.org/10.1007/978-94-009-0203-9_19}, year = {1996}, type = {Book Section} } @article{10525, author = {Belward, A.S.}, title = {The ceos working group on calibration and validation—Plans and perspectives}, journal = {Canadian Journal of Remote Sensing}, volume = {23}, number = {4}, pages = {415–419}, DOI = {10.1080/07038992.1997.10855226}, url = {https://doi.org/10.1080/07038992.1997.10855226}, year = {1997}, type = {Journal Article} } @article{10483, author = {Belward, A. S.}, title = {International co-operation in satellite sensor calibration; the role of the CEOS Working Group on Calibration and Validation}, journal = {Advances in Space Research}, volume = {23}, number = {8}, pages = {1443–1448}, DOI = {10.1016/S0273-1177(99)00296-3}, url = {https://doi.org/10.1016/S0273-1177(99)00296-3}, year = {1999}, type = {Journal Article} } @article{3175, author = {Belward, A.S.}, title = {Running out of land—Alan Belward on the latest threat to life on Earth—A lack of space}, journal = {Biologist}, volume = {61}, number = {3}, pages = {28–31}, DOI = {http://www.cfse.cam.ac.uk/Resources/background_dec_2104_paper_1_belward}, url = {http://www.cfse.cam.ac.uk/Resources/background_dec_2104_paper_1_belward}, year = {2014}, type = {Journal Article} } @article{10563, author = {Belward, A.S. and Binaghi, E. and Brivio, P. A. and Lanzarone, G. A. and Tosi, G.}, title = {Preface}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {20}, pages = {3885–3886}, DOI = {10.1080/0143116031000103754}, url = {https://doi.org/10.1080/0143116031000103754}, year = {2003}, type = {Journal Article} } @article{1398, author = {Belward, A. S. and Estes, J. E. and Kline, K. D.}, title = {The IGBP-DIS global 1-km land-cover data set DISCover—A project overview}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {65}, number = {9}, pages = {1013–1020}, DOI = {https://www.asprs.org/wp-content/uploads/pers/1999journal/sep/1999_sept_1013-1020.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/1999journal/sep/1999_sept_1013-1020.pdf}, year = {1999}, type = {Journal Article} } @article{3271, author = {Belward, A. S. and Skøien, J. O.}, title = {Who launched what, when and why—Trends in global land-cover observation capacity from civilian Earth observation satellites}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {103}, pages = {115–128}, DOI = {10.1016/j.isprsjprs.2014.03.009}, url = {https://doi.org/10.1016/j.isprsjprs.2014.03.009}, year = {2015}, type = {Journal Article} } @article{793, author = {Belward, A. S. and Stibig, H. J. and Eva, H. and Rembold, F. and Bucha, T. and Hartley, A. and Beuchle, R. and Khudhairy, D. and Michielon, M. and Mollicone, D.}, title = {Mapping severe damage to land cover following the 2004 Indian Ocean tsunami using moderate spatial resolution satellite imagery}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {13-14}, pages = {2977–2994}, DOI = {10.1080/01431160601091803}, url = {https://doi.org/10.1080/01431160601091803}, year = {2007}, type = {Journal Article} } @misc{12034, author = {Bendini, H. N. and Fonseca, L. M. G. and Schwieder, M. and Rufin, P. and Korting, T. S. and Koumrouyan, A. and Hostert, P.}, title = {Combining environmental and Landsat analysis ready data for vegetation mapping—A case study in the Brazilian Savanna Biome}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B3-2020}, pages = {953–960}, month = {31 August–2 September 2020}, note = {READY}, DOI = {10.5194/isprs-archives-XLIII-B3-2020-953-2020}, url = {https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-953-2020}, year = {2020}, type = {Conference Paper} } @misc{12116, author = {Bendini, H. N. and Fonseca, L. M. G. and Soares, A. R. and Rufin, P. and Schwieder, M. and Rodrigues, M. A. and Maretto, R. V. and Korting, T. S. and Leitão, P. J. and Sanches, I. D. A. and Hostert, P.}, title = {Applying a phenological object-based image analysis (Phenobia) for agricultural land classification—A study case in the Brazilian Cerrado}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1078–1081}, month = {26 September–2 October 2020}, note = {READY}, DOI = {10.1109/IGARSS39084.2020.9323184}, url = {https://doi.org/10.1109/IGARSS39084.2020.9323184}, year = {2020}, type = {Conference Paper} } @misc{4218, author = {Ben-Dor, E. and Goldshalager, N. and Agassi, M. and Goetz, A. F. H. and Braun, O. and Kindel, B. and Binaymini, Y. and Bonfil, D.}, title = {Monitoring of soil degradation potential in semi arid soils using hyper spectroscopy technology}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4886}, pages = {20–28}, month = {23–26 September 2002}, note = {READY}, DOI = {10.1117/12.462966}, url = {https://doi.org/10.1117/12.462966}, year = {2002}, type = {Conference Paper} } @article{8698, author = {Ben-Dor, E. and Goldshleger, N. and Braun, O. and Kindel, B. and Goetz, A. F. H. and Bonfil, D. and Margalit, N. and Binaymini, Y. and Karnieli, A. and Agassi, M.}, title = {Monitoring infiltration rates in semiarid soils using airborne hyperspectral technology}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {13}, pages = {2607–2624}, DOI = {10.1080/01431160310001642322}, url = {https://doi.org/10.1080/01431160310001642322}, year = {2004}, type = {Journal Article} } @article{8326, author = {Ben-Dor, E. and Kindel, B. and Goetz, A. F. H.}, title = {Quality assessment of several methods to recover surface reflectance using synthetic imaging spectroscopy data}, journal = {Remote Sensing of Environment}, volume = {90}, number = {3}, pages = {389–404}, DOI = {10.1016/j.rse.2004.01.014}, url = {https://doi.org/10.1016/j.rse.2004.01.014}, year = {2004}, type = {Journal Article} } @article{8557, author = {Bergen, K. M. and Goetz, S. J. and Dubayah, R. O. and Henebry, G. M. and Hunsaker, C. T. and Imhoff, M. L. and Nelson, R. F. and Parker, G. G. and Radeloff, V. C.}, title = {Remote sensing of vegetation 3-D structure for biodiversity and habitat—Review and implications for lidar and radar spaceborne missions}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {114}, number = {4}, DOI = {10.1029/2008JG000883}, url = {https://doi.org/10.1029/2008JG000883}, year = {2009}, type = {Journal Article} } @article{11884, author = {Berhane, T. M. and Lane, C. R. and Mengistu, S. G. and Christensen, J. and Golden, H. E. and Qiu, S. and Zhu, Zhe and Wu, Q.}, title = {Land-cover changes to surface-water buffers in the midwestern USA—25 years of Landsat data analyses (1993-2017)}, journal = {Remote Sensing}, volume = {12}, number = {5}, DOI = {10.3390/rs12050754}, url = {https://doi.org/10.3390/rs12050754}, year = {2020}, type = {Journal Article} } @article{999, author = {Berterretche, M. and Hudak, A. T. and Cohen, W. B. and Maiersperger, T. K. and Gower, S. T. and Dungan, J.}, title = {Comparison of regression and geostatistical methods for mapping Leaf Area Index (LAI) with Landsat ETM+ data over a boreal forest}, journal = {Remote Sensing of Environment}, volume = {96}, number = {1}, pages = {49–61}, DOI = {10.1016/j.rse.2005.01.014}, url = {https://doi.org/10.1016/j.rse.2005.01.014}, year = {2005}, type = {Journal Article} } @article{1078, author = {Berthier, E. and Raup, B. and Scambos, T.A.}, title = {New velocity map and mass-balance estimate of Mertz Glacier, East Antarctica, derived from Landsat sequential imagery}, journal = {Journal of Glaciology}, volume = {49}, number = {167}, pages = {503–511}, DOI = {10.3189/172756503781830377}, url = {https://doi.org/10.3189/172756503781830377}, year = {2004}, type = {Journal Article} } @article{208, author = {Berthier, E. and Scambos, T. A. and Shuman, C. 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D.}, title = {Forest degradation drives widespread avian habitat and population declines}, journal = {Nature Ecology and Evolution}, volume = {6}, number = {6}, pages = {709–719}, abstract = {In many regions of the world, forest management has reduced old forest and simplified forest structure and composition. We hypothesized that such forest degradation has resulted in long-term habitat loss for forest-associated bird species of eastern Canada (130,017 km2) which, in turn, has caused bird-population declines. Despite little change in overall forest cover, we found substantial reductions in old forest as a result of frequent clear-cutting and a broad-scale transformation to intensified forestry. Back-cast species distribution models revealed that breeding habitat loss occurred for 66% of the 54 most common species from 1985 to 2020 and was strongly associated with reduction in old age classes. 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K. and Scott, C. A. and Parthasaradhi, G. R. and Turral, H. 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A.}, title = {History of lower Pine Island Glacier, West Antarctica, from Landsat imagery}, journal = {Journal of Glaciology}, volume = {48}, number = {163}, pages = {536–544}, DOI = {10.3189/172756502781831052}, url = {https://doi.org/10.3189/172756502781831052}, year = {2002}, type = {Journal Article} } @article{10639, author = {Bindschadler, R.A.}, title = {Landsat Coverage of the Earth at High Latitudes}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {69}, number = {12}, pages = {1333–1339}, DOI = {10.14358/PERS.69.12.1333}, url = {https://doi.org/10.14358/PERS.69.12.1333}, year = {2003}, type = {Journal Article} } @article{2623, author = {Bindschadler, R.A.}, title = {Tracking subpixel-scale Sastrugi with Advanced Land Imager}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {41}, number = {6 pt. 1}, pages = {1373–1377}, DOI = {10.1109/TGRS.2003.812902}, url = {https://doi.org/10.1109/TGRS.2003.812902}, year = {2003}, type = {Journal Article} } @article{2611, author = {Bindschadler, R.A.}, title = {The environment and evolution of the West Antarctic ice sheet—Setting the stage}, journal = {Philosophical Transactions of the Royal Society A—Mathematical, Physical and Engineering Sciences}, volume = {364}, number = {1844}, pages = {1583–1605}, DOI = {10.1098/rsta.2006.1790}, url = {https://doi.org/10.1098/rsta.2006.1790}, year = {2006}, type = {Journal Article} } @article{2612, author = {Bindschadler, R.A.}, title = {Hitting the ice sheets where it hurts}, journal = {Science}, volume = {311}, number = {5768}, pages = {1720–1721}, DOI = {10.1126/science.1125226}, url = {https://doi.org/10.1126/science.1125226}, year = {2006}, type = {Journal Article} } @article{2606, author = {Bindschadler, R.A.}, title = {Ice on the edge}, journal = {Natural History}, volume = {117}, number = {9}, pages = {28–33}, DOI = {http://digitallibrary.amnh.org/dspace/bitstream/handle/2246/6514/NH117n09.pdf?sequence=8}, url = {http://digitallibrary.amnh.org/dspace/bitstream/handle/2246/6514/NH117n09.pdf?sequence=8}, year = {2008}, type = {Journal Article} } @inbook{5943, author = {Bindschadler, R.A.}, title = {Why predicting west Antarctic ice sheet behavior is so hard—What we know, what we don’t know and how we will find out}, booktitle = {Sudden and disruptive climate change—Exploring the real risks and how we can avoid them}, editor = {MacCracken, M.}, connective phrase = {Why predicting west Antarctic ice sheet behavior is so hard—What we know, what we don’t know and how we will find out}, publisher = {Routledge}, place published = {London, UK}, chapter = {chap. 6}, pages = {75–80}, DOI = {10.4324/9781849772679}, url = {https://doi.org/10.4324/9781849772679}, year = {2012}, type = {Book Section} } @inbook{6205, author = {Bindschadler, R.A.}, title = {ICE CORES | Dynamics of the West Antarctic ice sheet}, booktitle = {Encyclopedia of Quaternary science, 2nd}, editor = {Elias, S. and Mock, C.}, connective phrase = {ICE CORES | Dynamics of the West Antarctic ice sheet}, publisher = {Elsevier}, place published = {Amsterdam, Netherlands}, pages = {448–455}, DOI = {10.1016/B978-0-444-53643-3.00032-7}, url = {https://doi.org/10.1016/B978-0-444-53643-3.00032-7}, year = {2013}, type = {Book Section} } @article{10494, author = {Bindschadler, R. A. and Alley, R. B. and Anderson, J. and Shipp, S. and Borns, H. and Fastook, J. and Jacobs, S. and Raymond, C. F. and Shuman, C. A.}, title = {What is happening to the West Antarctic ice sheet?}, journal = {Eos}, volume = {79}, number = {22}, pages = {257–265}, DOI = {10.1029/98EO00188}, url = {https://doi.org/10.1029/98EO00188}, year = {1998}, type = {Journal Article} } @article{2653, author = {Bindschadler, R.A. and Bentley, C. E.}, title = {West Antarctic ice sheet collapse?}, journal = {Science}, volume = {276}, number = {5313}, pages = {662–664}, DOI = {10.1126/science.276.5313.661d}, url = {https://doi.org/10.1126/science.276.5313.661d}, year = {1997}, type = {Journal Article} } @article{10518, author = {Bindschadler, R. A. and Bentley, C. R.}, title = {On thin ice?}, journal = {Scientific American}, volume = {287}, number = {6}, pages = {98–105}, DOI = {10.1038/scientificamerican1202-98}, url = {https://doi.org/10.1038/scientificamerican1202-98}, year = {2002}, type = {Journal Article} } @article{2625, author = {Bindschadler, R. A. and Bentley, C. R.}, title = {Erratum—On thin ice (Scientific American)}, journal = {Scientific American}, volume = {288}, number = {4}, pages = {19–19}, year = {2003}, type = {Journal Article} } @article{10605, author = {Bindschadler, R.A. and Chen, X. and Vornberger, P.}, title = {The onset area of Ice Stream D, West Antarctica}, journal = {Journal of Glaciology}, volume = {46}, number = {152}, pages = {95–101}, DOI = {10.3189/172756500781833377}, url = {https://doi.org/10.3189/172756500781833377}, year = {2000}, type = {Journal Article} } @article{2624, author = {Bindschadler, R.A. and Choi, H.}, title = {Characterizing and correcting hyperion detectors using ice-sheet images}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {41}, number = {6 pt. 1}, pages = {1189–1193}, DOI = {10.1109/TGRS.2003.813208}, url = {https://doi.org/10.1109/TGRS.2003.813208}, year = {2003}, type = {Journal Article} } @article{2608, author = {Bindschadler, R. A. and Choi, H.}, title = {Increased water storage at ice-stream onsets—A critical mechanism?}, journal = {Journal of Glaciology}, volume = {53}, number = {181}, pages = {163–171}, DOI = {10.3189/172756507782202793}, url = {https://doi.org/10.3189/172756507782202793}, year = {2007}, type = {Journal Article} } @article{2616, author = {Bindschadler, R.A. and Choi, H. and Shuman, C. and Markus, T.}, title = {Detecting and measuring new snow accumulation on ice sheets by satellite remote sensing}, journal = {Remote Sensing of Environment}, volume = {98}, number = {4}, pages = {388–402}, DOI = {10.1016/j.rse.2005.07.014}, url = {https://doi.org/10.1016/j.rse.2005.07.014}, year = {2005}, type = {Journal Article} } @article{2597, author = {Bindschadler, R.A. and Choi, H. and Wichlacz, A. and Bingham, R. and Bohlander, J. and Brunt, K. and Corr, H. and Drews, R. and Fricker, H. and Hall, M. and Hindmarsh, R. and Kohler, J. and Padman, L. and Rack, W. and Rotschky, G. and Urbini, S. and Vornberger, P. and Young, N.}, title = {Getting around Antarctica—New high-resolution mappings of the grounded and freely-floating boundaries of the Antarctic ice sheet created for the International Polar Year}, journal = {Cryosphere}, volume = {5}, number = {3}, pages = {569–588}, DOI = {10.5194/tc-5-569-2011}, url = {https://doi.org/10.5194/tc-5-569-2011}, year = {2011}, type = {Journal Article} } @article{10508, author = {Bindschadler, R.A. and Diner, D. J. and Rignot, E.}, title = {West Antarctic ice sheet releases New Iceberg}, journal = {Eos}, volume = {83}, number = {9}, pages = {85–93}, DOI = {10.1029/2002EO000048}, url = {https://doi.org/10.1029/2002EO000048}, year = {2002}, type = {Journal Article} } @article{2635, author = {Bindschadler, R.A. and Dowdeswell, J. and Hall, D. and Winther, J. G.}, title = {Glaciological applications with Landsat-7 imagery—Early assessments}, journal = {Remote Sensing of Environment}, volume = {78}, number = {1–2}, pages = {163–179}, DOI = {10.1016/S0034-4257(01)00257-7}, url = {https://doi.org/10.1016/S0034-4257(01)00257-7}, year = {2001}, type = {Journal Article} } @article{2622, author = {Bindschadler, R. A. and King, M. A. and Alley, R. B. and Anandakrishnan, S. and Padman, L.}, title = {Tidally controlled stick-slip discharge of a West Antarctic ice stream}, journal = {Science}, volume = {301}, number = {5636}, pages = {1087–1089}, DOI = {10.1126/science.1087231}, url = {https://doi.org/10.1126/science.1087231}, year = {2003}, type = {Journal Article} } @article{2594, author = {Bindschadler, R. A. and Nowicki, S. and Abe-Ouchi, A. and Aschwanden, A. and Choi, H. and Fastook, J. and Granzow, G. and Greve, R. and Gutowski, G. and Herzfeld, U. and Jackson, C. and Johnson, J. and Khroulev, C. and Levermann, A. and Lipscomb, W. H. and Martin, M. A. and Morlighem, M. and Parizek, B. R. and Pollard, D. and Price, S. F. and Ren, D. and Saito, F. and Sato, T. and Seddik, H. and Seroussi, H. and Takahashi, K. and Walker, R. and Wang, W. L.}, title = {Ice-sheet model sensitivities to environmental forcing and their use in projecting future sea level (the SeaRISE project)}, journal = {Journal of Glaciology}, volume = {59}, number = {214}, pages = {195–224}, DOI = {10.3189/2013JoG12J125}, url = {https://doi.org/10.3189/2013JoG12J125}, year = {2013}, type = {Journal Article} } @article{8503, author = {Bindschadler, R.A. and Rignot, E.}, title = {"Crack!" in the polar night}, journal = {Eos}, volume = {82}, number = {43}, pages = {497–505}, DOI = {10.1029/01EO00294}, url = {https://doi.org/10.1029/01EO00294}, year = {2001}, type = {Journal Article} } @article{470, author = {Bindschadler, R. A. and Scambos, T. A. and Choi, H. and Haran, T. M.}, title = {Ice sheet change detection by satellite image differencing}, journal = {Remote Sensing of Environment}, volume = {114}, number = {7}, pages = {1353–1362}, DOI = {10.1016/j.rse.2010.01.014}, url = {https://doi.org/10.1016/j.rse.2010.01.014}, year = {2010}, type = {Journal Article} } @article{1255, author = {Bindschadler, R.A. and Scambos, T. A. and Rott, H. and Skvarca, P. and Vornberger, P.}, title = {Ice dolines on Larsen Ice Shelf, Antarctica}, journal = {Annals of Glaciology}, volume = {34}, pages = {283–290}, DOI = {10.3189/172756402781817996}, url = {https://doi.org/10.3189/172756402781817996}, year = {2002}, type = {Journal Article} } @article{2596, author = {Bindschadler, R.A. and Vaughan, D. G. and Vornberger, P.}, title = {Variability of basal melt beneath the Pine Island Glacier ice shelf, West Antarctica}, journal = {Journal of Glaciology}, volume = {57}, number = {204}, pages = {581–595}, DOI = {10.3189/002214311797409802}, url = {https://doi.org/10.3189/002214311797409802}, year = {2011}, type = {Journal Article} } @article{2647, author = {Bindschadler, R.A. and Vornberger, P.}, title = {Changes in the West Antarctic Ice Sheet since 1963 from declassified satellite photography}, journal = {Science}, volume = {279}, number = {5351}, pages = {689–692}, DOI = {10.1126/science.279.5351.689}, url = {https://doi.org/10.1126/science.279.5351.689}, year = {1998}, type = {Journal Article} } @article{2638, author = {Bindschadler, R.A. and Vornberger, P.}, title = {Detecting ice-sheet topography with AVHRR, RESURS-01, and Landsat TM imagery}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {66}, number = {4}, pages = {417–422}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2000journal/april/2000_apr_417-422.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2000journal/april/2000_apr_417-422.pdf}, year = {2000}, type = {Journal Article} } @article{2615, author = {Bindschadler, R.A. and Vornberger, P.}, title = {Guiding the South Pole Traverse with ASTER imagery}, journal = {Journal of Glaciology}, volume = {51}, number = {172}, pages = {179–180}, DOI = {10.3189/S0022143000215219}, url = {https://doi.org/10.3189/S0022143000215219}, year = {2005}, type = {Journal Article} } @article{10487, author = {Bindschadler, R.A. and Vornberger, P. and Blankenship, D. and Scambos, T.A. and Jacobel, R.}, title = {Surface velocity and mass balance of ice streams D and E, West Antarctica}, journal = {Journal of Glaciology}, volume = {42}, number = {142}, pages = {461–475}, DOI = {10.1017/S0022143000003452}, url = {https://doi.org/10.1017/S0022143000003452}, year = {1996}, type = {Journal Article} } @article{2605, author = {Bindschadler, R.A. and Vornberger, P. and Fleming, A. and Fox, A. and Mullins, J. and Binnie, D. and Paulsen, S. J. and Granneman, B. and Gorodetzky, D.}, title = {The Landsat Image Mosaic of Antarctica}, journal = {Remote Sensing of Environment}, volume = {112}, number = {12}, pages = {4214–4226}, DOI = {10.1016/j.rse.2008.07.006}, url = {https://doi.org/10.1016/j.rse.2008.07.006}, year = {2008}, type = {Journal Article} } @article{2613, author = {Bindschadler, R.A. and Vornberger, P. and Gray, L.}, title = {Changes in the ice plain of Whillans Ice Stream, West Antarctica}, journal = {Journal of Glaciology}, volume = {51}, number = {175}, pages = {620–636}, DOI = {10.3189/172756505781829070}, url = {https://doi.org/10.3189/172756505781829070}, year = {2005}, type = {Journal Article} } @article{2621, author = {Bindschadler, R. A. and Vornberger, P. L. and King, M. A. and Padman, L.}, title = {Tidally driven stick-slip motion in the mouth of Whillans Ice Stream, Antarctica}, journal = {Annals of Glaciology}, volume = {36}, pages = {263–272}, DOI = {10.3189/172756403781816284}, url = {https://doi.org/10.3189/172756403781816284}, year = {2003}, type = {Journal Article} } @article{2201, author = {Biradar, C. M. and Thenkabail, P. S. and Islam, Md A. and Anputhas, M. and Tharme, R. and Vithanage, J. and Alankara, R. and Gunasinghe, S.}, title = {Establishing the best spectral bands and timing of imagery for land use—Land cover (LULC) class separability using Landsat ETM+ and Terra MODIS data}, journal = {Canadian Journal of Remote Sensing}, volume = {33}, number = {5}, pages = {431–444}, DOI = {10.5589/m07-040}, url = {https://doi.org/10.5589/m07-040}, year = {2007}, type = {Journal Article} } @article{2195, author = {Biradar, C. M. and Thenkabail, P. S. and Noojipady, P. and Li, Y. and Dheeravath, V. and Turral, H. and Velpuri, M. and Gumma, M. K. and Gangalakunta, O. R. P. and Cai, X. L. and Xiao, X. and Schull, M. A. and Alankara, R. D. and Gunasinghe, S. and Mohideen, S.}, title = {A global map of rainfed cropland areas (GMRCA) at the end of last millennium using remote sensing}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {11}, number = {2}, pages = {114–129}, DOI = {10.1016/j.jag.2008.11.002}, url = {https://doi.org/10.1016/j.jag.2008.11.002}, year = {2009}, type = {Journal Article} } @article{2198, author = {Biradar, C. M. and Thenkabail, P. S. and Platonov, A. and Xiao, X. and Geerken, R. and Noojipady, P. and Turral, H. and Vithanage, J.}, title = {Water productivity mapping methods using remote sensing}, journal = {Journal of Applied Remote Sensing}, volume = {2}, number = {1}, DOI = {10.1117/1.3033753}, url = {https://doi.org/10.1117/1.3033753}, year = {2008}, type = {Journal Article} } @misc{2206, author = {Biradar, C. M. and Thenkabail, P. S. and Turral, H. and Noojipady, P. and Li, Y. J. and Velpuri, M. and Dheeravath, V. and Vithanage, J. and Schull, M. and Cai, X. L. and Murali, K. G. and Rishiraj, D.}, title = {A Global map of rainfed cropland areas at the end of last millennium using remote sensing and geospatial techniques}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6418}, month = {28–29 October 2006}, note = {READY}, DOI = {10.1117/12.713204}, url = {https://doi.org/10.1117/12.713204}, year = {2006}, type = {Conference Paper} } @article{2106, author = {Birdsey, R. A. and Cook, R. and Denning, S. and Griffith, P. and Law, B. and Masek, J.G. and Michalak, A. and Ogle, S. and Ojima, D. and Pan, Y. and Sabine, C. and Sheffner, E. and Sundquist, E.}, title = {Investigators share improved understanding of the North American carbon cycle}, journal = {Eos}, volume = {88}, number = {24}, pages = {255–255}, DOI = {10.1029/2007EO240004}, url = {https://doi.org/10.1029/2007EO240004}, year = {2007}, type = {Journal Article} } @article{9305, author = {Bishop, M. P. and Olsenholler, J. A. and Shroder, J. F. and Barry, R. G. and Raup, B. H. and Bush, A. B. G. and Copland, L. and Dwyer, J. L. and Fountain, A. G. and Haeberli, W. and Kääb, A. and Paul, F. and Hall, D. K. and Kargel, J. S. and Molnia, B. F. and Trabant, D. C. and Wessels, R.}, title = {Global Land Ice Measurements from Space (GLIMS)—Remote sensing and GIS investigations of the Earth's Cryosphere}, journal = {Geocarto International}, volume = {19}, number = {2}, pages = {57–84}, DOI = {10.1080/10106040408542307}, url = {https://doi.org/10.1080/10106040408542307}, year = {2004}, type = {Journal Article} } @article{12212, author = {Bishop-Taylor, R. and Nanson, R. and Sagar, S. and Lymburner, L.}, title = {Mapping Australia's dynamic coastline at mean sea level using three decades of Landsat imagery}, journal = {Remote Sensing of Environment}, volume = {267}, DOI = {10.1016/j.rse.2021.112734}, url = {https://doi.org/10.1016/j.rse.2021.112734}, year = {2021}, type = {Journal Article} } @article{11591, author = {Bishop-Taylor, R. and Sagar, S. and Lymburner, L. and Alam, I. and Sixsmith, J.}, title = {Sub-pixel waterline extraction—Characterising accuracy and sensitivity to indices and spectra}, journal = {Remote Sensing}, volume = {11}, number = {24}, DOI = {10.3390/rs11242984}, url = {https://doi.org/10.3390/rs11242984}, year = {2019}, type = {Journal Article} } @article{10969, author = {Bishop-Taylor, R. and Sagar, S. and Lymburner, L. and Beaman, R. J.}, title = {Between the tides—Modelling the elevation of Australia's exposed intertidal zone at continental scale}, journal = {Estuarine, Coastal and Shelf Science}, volume = {223}, pages = {115–128}, DOI = {10.1016/j.ecss.2019.03.006}, url = {https://doi.org/10.1016/j.ecss.2019.03.006}, year = {2019}, type = {Journal Article} } @article{8489, author = {Bissett, W. P. and Carder, K. L. and Walsh, J. J. and Dieterle, D. A.}, title = {Carbon cycling in the upper waters of the Sargasso Sea—II. Numerical simulation of apparent and inherent optical properties}, journal = {Deep-Sea Research Part I—Oceanographic Research Papers}, volume = {46}, number = {2}, pages = {271–317}, DOI = {10.1016/S0967-0637(98)00063-6}, url = {https://doi.org/10.1016/S0967-0637(98)00063-6}, year = {1999}, type = {Journal Article} } @misc{7662, author = {Bissett, W. P. and Patch, J. S. and Carder, K. L. and Lee, Z.}, title = {Pigment packaging and chlorophyll a-specific absorption in high-light oceanic waters—A method, an algorithm, and validation}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 2963}, pages = {358–374}, month = {22–25 October 1996}, note = {READY}, DOI = {10.1117/12.266468}, url = {https://doi.org/10.1117/12.266468}, year = {1997}, type = {Conference Paper} } @article{9080, author = {Bissett, W. P. and Patch, J. S. and Carder, K. L. and Lee, Z. P.}, title = {Pigment packaging and Chl a-specific absorption in high-light oceanic waters}, journal = {Limnology and Oceanography}, volume = {42}, number = {5}, pages = {961–968}, DOI = {10.4319/lo.1997.42.5.0961}, url = {https://doi.org/10.4319/lo.1997.42.5.0961}, year = {1997}, type = {Journal Article} } @article{8488, author = {Bissett, W. P. and Walsh, J. J. and Dieterle, D. A. and Carder, K. L.}, title = {Carbon cycling in the upper waters of the Sargasso Sea—I. Numerical simulation of differential carbon and nitrogen fluxes}, journal = {Deep-Sea Research Part I—Oceanographic Research Papers}, volume = {46}, number = {2}, pages = {205–269}, DOI = {10.1016/S0967-0637(98)00062-4}, url = {https://doi.org/10.1016/S0967-0637(98)00062-4}, year = {1999}, type = {Journal Article} } @article{8971, author = {Biswas, S. and Vadrevu, K. P. and Lwin, Z. M. and Lasko, K. and Justice, C. O.}, title = {Factors controlling vegetation fires in protected and non-protected areas of Myanmar}, journal = {PLoS ONE}, volume = {10}, number = {4}, DOI = {10.1371/journal.pone.0124346}, url = {https://doi.org/10.1371/journal.pone.0124346}, year = {2015}, type = {Journal Article} } @article{12125, author = {Biswas, S. and Vadrevu, K. P. and Mon, M. S. and Justice, C.}, title = {Contemporary forest loss in Myanmar—Effect of democratic transition and subsequent timber bans on landscape structure and composition}, journal = {Ambio}, volume = {50}, number = {4}, pages = {914–928}, DOI = {10.1007/s13280-020-01414-9}, url = {https://doi.org/10.1007/s13280-020-01414-9}, year = {2021}, type = {Journal Article} } @article{10703, author = {Black, K. L. and Petty, S. K. and Radeloff, V. C. and Pauli, J. N.}, title = {The Great Lakes Region is a melting pot for vicariant red fox (Vulpes vulpes) populations}, journal = {Journal of Mammalogy}, volume = {99}, number = {5}, pages = {1229–1236}, DOI = {10.1093/jmammal/gyy096}, url = {https://doi.org/10.1093/jmammal/gyy096}, year = {2018}, type = {Journal Article} } @article{1188, author = {Black, S. E. and Helder, D. L. and Schiller, S. J.}, title = {Irradiance-based cross-calibration of Landsat-5 and Landsat-7 Thematic Mapper sensors}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {2}, pages = {287–304}, DOI = {10.1080/01431160304965}, url = {https://doi.org/10.1080/01431160304965}, year = {2003}, type = {Journal Article} } @article{2387, author = {Blackard, J. A. and Finco, M. V. and Helmer, E. H. and Holden, G. R. and Hoppus, M. L. and Jacobs, D. M. and Lister, A. J. and Moisen, G. G. and Nelson, M. D. and Riemann, R. and Ruefenacht, B. and Salajanu, D. and Weyermann, D. L. and Winterberger, K. C. and Brandeis, T. J. and Czaplewski, R. L. and McRoberts, R. E. and Patterson, P. L. and Tymcio, R. P.}, title = {Mapping U.S. forest biomass using nationwide forest inventory data and moderate resolution information}, journal = {Remote Sensing of Environment}, volume = {112}, number = {4}, pages = {1658–1677}, DOI = {10.1016/j.rse.2007.08.021}, url = {https://doi.org/10.1016/j.rse.2007.08.021}, year = {2008}, type = {Journal Article} } @misc{884, author = {Blevins, D. D. and Brown, S. D. and Schott, J. R.}, title = {First-principles based LIDAR simulation environment for scenes with participating mediums}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6214}, month = {12–20 April 2006}, note = {READY}, DOI = {10.1117/12.665958}, url = {https://doi.org/10.1117/12.665958}, year = {2006}, type = {Conference Paper} } @article{10678, author = {Bleyhl, B. and Arakelyan, M. and Askerov, E. and Bluhm, H. and Gavashelishvili, A. and Ghasabian, M. and Ghoddousi, A. and Heidelberg, A. and Khorozyan, I. and Malkhasyan, A. and Manvelyan, K. and Masoud, M. and Moqanaki, E. M. and Radeloff, V. C. and Soofi, M. and Weinberg, P. and Zazanashvili, N. and Kuemmerle, T.}, title = {Assessing niche overlap between domestic and threatened wild sheep to identify conservation priority areas}, journal = {Diversity and Distributions}, volume = {25}, number = {1}, pages = {129–141}, DOI = {10.1111/ddi.12839}, url = {https://doi.org/10.1111/ddi.12839}, year = {2019}, type = {Journal Article} } @article{8393, author = {Bleyhl, B. and Baumann, M. and Griffiths, P. and Heidelberg, A. and Manvelyan, K. and Radeloff, V. C. and Zazanashvili, N. and Kuemmerle, T.}, title = {Assessing landscape connectivity for large mammals in the Caucasus using Landsat 8 seasonal image composites}, journal = {Remote Sensing of Environment}, volume = {193}, pages = {193–203}, DOI = {10.1016/j.rse.2017.03.001}, url = {https://doi.org/10.1016/j.rse.2017.03.001}, year = {2017}, type = {Journal Article} } @article{8203, author = {Bleyhl, B. and Sipko, T. and Trepet, S. and Bragina, E. and Leitão, P. J. and Radeloff, V. C. and Kuemmerle, T.}, title = {Mapping seasonal European bison habitat in the Caucasus Mountains to identify potential reintroduction sites}, journal = {Biological Conservation}, volume = {191}, pages = {83–92}, DOI = {10.1016/j.biocon.2015.06.011}, url = {https://doi.org/10.1016/j.biocon.2015.06.011}, year = {2015}, type = {Journal Article} } @article{12258, author = {Blickensdörfer, L. and Schwieder, M. and Pflugmacher, D. and Nendel, C. and Erasmi, S. and Hostert, P.}, title = {Mapping of crop types and crop sequences with combined time series of Sentinel-1, Sentinel-2 and Landsat 8 data for Germany}, journal = {Remote Sensing of Environment}, volume = {269}, abstract = {Monitoring agricultural systems becomes increasingly important in the context of global challenges like climate change, biodiversity loss, population growth, and the rising demand for agricultural products. High-resolution, national-scale maps of agricultural land are needed to develop strategies for future sustainable agriculture. However, the characterization of agricultural land cover over large areas and for multiple years remains challenging due to the locally diverse and temporally variable characteristics of cultivated land. We here propose a workflow for generating national agricultural land cover maps on a yearly basis that accounts for varying environmental conditions. We tested the approach by mapping 24 agricultural land cover classes in Germany for the three years 2017, 2018, and 2019, in which the meteorological conditions strongly differed. We used a random forest classifier and dense time series data from Sentinel-2 and Landsat 8 in combination with monthly Sentinel-1 composites and environmental data and evaluated the relative importance of optical, radar, and environmental data. Our results show high overall accuracy and plausible class accuracies for the most dominant crop types across different years despite the strong inter-annual meteorological variability and the presence of drought and non-drought years. The maps show high spatial consistency and good delineation of field parcels. Combining optical, SAR, and environmental data increased overall accuracies by 6% to 10% compared to single sensor approaches, in which optical data outperformed SAR. Overall accuracy ranged between 78% and 80%, and the mapped areas aligned well with agricultural statistics at the regional and national level. Based on the multi-year dataset we mapped major crop sequences of cereals and leaf crops. Most crop sequences were dominated by winter cereals followed by summer cereals. Monocultures of summer cereals were mainly revealed in the Northwest of Germany. We showcased that high spatial and thematic detail in combination with annual mapping will stimulate research on crop cycles and studies to assess the impact of environmental policies on management decisions. Our results demonstrate the capabilities of integrated optical time series and SAR data in combination with variables describing local and seasonal environmental conditions for annual large-area crop type mapping. © 2021 The Authors}, DOI = {10.1016/j.rse.2021.112831}, url = {https://doi.org/10.1016/j.rse.2021.112831}, year = {2022}, type = {Journal Article} } @article{242, author = {Blinn, C. E. and Albaugh, T. J. and Fox, T. R. and Wynne, R. H. and Stape, J. L. and Rubilar, R. A. and Allen, H. L.}, title = {A method for estimating deciduous competition in pine stands using Landsat}, journal = {Southern Journal of Applied Forestry}, volume = {36}, number = {2}, pages = {71–78}, DOI = {10.5849/sjaf.10-034}, url = {https://doi.org/10.5849/sjaf.10-034}, year = {2012}, type = {Journal Article} } @article{55, author = {Blinn, C. E. and Browder, J. O. and Pedlowski, M. A. and Wynne, R. H.}, title = {Rebuilding the Brazilian rainforest—Agroforestry strategies for secondary forest succession}, journal = {Applied Geography}, volume = {43}, pages = {171–181}, DOI = {10.1016/j.apgeog.2013.06.013}, url = {https://doi.org/10.1016/j.apgeog.2013.06.013}, year = {2013}, type = {Journal Article} } @article{11038, author = {Blinn, C. E. and House, M. N. and Wynne, R. H. and Thomas, V. A. and Fox, T. R. and Sumnall, M.}, title = {Landsat 8 based leaf area index estimation in loblolly pine plantations}, journal = {Forests}, volume = {10}, number = {3}, DOI = {10.3390/f10030222}, url = {https://doi.org/10.3390/f10030222}, year = {2019}, type = {Journal Article} } @misc{10004, author = {Block, N. R. and Introne, R. E. and Schott, J. R.}, title = {Image quality analysis of a spectra-radiometric sparse aperture model}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5418}, pages = {127–138}, month = {13–13 April 2004}, note = {READY}, DOI = {10.1117/12.542419}, url = {https://doi.org/10.1117/12.542419}, year = {2004}, type = {Conference Paper} } @misc{9985, author = {Block, N. R. and Introne, R. E. and Schott, J. R.}, title = {Using multispectral information to decrease the spectral artifacts in sparse-aperture imagery}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5798}, pages = {139–150}, month = {28–29 March 2005}, note = {READY}, DOI = {10.1117/12.604002}, url = {https://doi.org/10.1117/12.604002}, year = {2005}, type = {Conference Paper} } @article{471, author = {Blonquist Jr, J. M. and Allen, R. G. and Bugbee, B.}, title = {An evaluation of the net radiation sub-model in the ASCE standardized reference evapotranspiration equation—Implications for evapotranspiration prediction}, journal = {Agricultural Water Management}, volume = {97}, number = {7}, pages = {1026–1038}, DOI = {10.1016/j.agwat.2010.02.008}, url = {https://doi.org/10.1016/j.agwat.2010.02.008}, year = {2010}, type = {Journal Article} } @techreport{11798, author = {Blunden, J. and Arndt, D. S. and Bissolli, P. and Diamond, H. J. and Druckenmiller, M. L. and Dunn, R. J. H. and Ganter, C. and Gobron, N. and Jeffries, M. O. and Li, T. and Lumpkin, R. and Mekonnen, A. and Osborne, E. and Richter-Menge, J. A. and Sánchez-Lugo, A. and Scambos, T. A. and Schreck, C. J., III and Stammerjohn, S. and Stanitski, D. M. and Willett, K. M. and Andersen, A. and Rosen, R.}, report title = {State of the climate in 2018, Bulletin of the American Meteorological Society, v. 100, no. 9}, extent of work = {305}, type = {Report}, DOI = {10.1175/2019BAMSStateoftheClimate.1}, url = {https://doi.org/10.1175/2019BAMSStateoftheClimate.1}, year = {2019}, type = {Report} } @article{10532, author = {Bohlander, J. and Scambos, T. A.}, title = {Ice Flow and Morphology of Prestrud Inlet and Western Sulzberger Ice Shelf, West Antarctica}, journal = {Polar Geography}, volume = {26}, number = {3}, pages = {227–234}, DOI = {10.1080/789610194}, url = {https://doi.org/10.1080/789610194}, year = {2002}, type = {Journal Article} } @article{3620, author = {Boisvenue, C. and Smiley, B. P. and White, J. C. and Kurz, W. A. and Wulder, M. A.}, title = {Improving carbon monitoring and reporting in forests using spatially-explicit information}, journal = {Carbon Balance and Management}, volume = {11}, number = {1}, DOI = {10.1186/s13021-016-0065-6}, url = {https://doi.org/10.1186/s13021-016-0065-6}, year = {2016}, type = {Journal Article} } @article{3526, author = {Boisvenue, C. and Smiley, B. P. and White, J. C. and Kurz, W. A. and Wulder, M. A.}, title = {Integration of Landsat time series and field plots for forest productivity estimates in decision support models}, journal = {Forest Ecology and Management}, volume = {376}, pages = {284–297}, DOI = {10.1016/j.foreco.2016.06.022}, url = {https://doi.org/10.1016/j.foreco.2016.06.022}, year = {2016}, type = {Journal Article} } @article{10894, author = {Bolton, D. K. and Coops, N. C. and Hermosilla, T. and Wulder, M. A. and White, J. C.}, title = {Evidence of vegetation greening at alpine treeline ecotones—Three decades of Landsat spectral trends informed by lidar-derived vertical structure}, journal = {Environmental Research Letters}, volume = {13}, number = {8}, DOI = {10.1088/1748-9326/aad5d2}, url = {https://doi.org/10.1088/1748-9326/aad5d2}, year = {2018}, type = {Journal Article} } @article{10877, author = {Bolton, D. K. and Coops, N. C. and Hermosilla, T. and Wulder, M. A. and White, J. C. and Ferster, C. J.}, title = {Uncovering regional variability in disturbance trends between parks and greater park ecosystems across Canada (1985–2015)}, journal = {Scientific Reports}, volume = {9}, number = {1}, DOI = {10.1038/s41598-018-37265-4}, url = {https://doi.org/10.1038/s41598-018-37265-4}, year = {2019}, type = {Journal Article} } @article{3648, author = {Bolton, D.K. and Coops, N.C. and Hermosilla, T. and Wulder, M.A.A. and White, J.C.}, title = {Assessing variability in post-fire forest structure along gradients of productivity in the Canadian boreal using multi-source remote sensing}, journal = {Journal of Biogeography}, volume = {44}, number = {6}, pages = {1294–1305}, DOI = {10.1111/jbi.12947}, url = {https://doi.org/10.1111/jbi.12947}, year = {2017}, type = {Journal Article} } @article{20, author = {Bolton, D. K. and Coops, N. C. and Wulder, M. A.}, title = {Investigating the agreement between global canopy height maps and airborne Lidar derived height estimates over Canada}, journal = {Canadian Journal of Remote Sensing}, volume = {39}, number = {Suppl. 1}, pages = {S139–S151}, DOI = {10.5589/m13-036}, url = {https://doi.org/10.5589/m13-036}, year = {2013}, type = {Journal Article} } @article{70, author = {Bolton, D. K. and Coops, N. C. and Wulder, M. A.}, title = {Measuring forest structure along productivity gradients in the Canadian boreal with small-footprint Lidar}, journal = {Environmental Monitoring and Assessment}, volume = {185}, number = {8}, pages = {6617–6634}, DOI = {10.1007/s10661-012-3051-9}, url = {https://doi.org/10.1007/s10661-012-3051-9}, year = {2013}, type = {Journal Article} } @article{3263, author = {Bolton, D. K. and Coops, N. C. and Wulder, M. A.}, title = {Characterizing residual structure and forest recovery following high-severity fire in the western boreal of Canada using Landsat time-series and airborne lidar data}, journal = {Remote Sensing of Environment}, volume = {163}, pages = {48–60}, DOI = {10.1016/j.rse.2015.03.004}, url = {https://doi.org/10.1016/j.rse.2015.03.004}, year = {2015}, type = {Journal Article} } @article{11587, author = {Bolton, D. K. and Tompalski, P. and Coops, N. C. and White, J. C. and Wulder, M. A. and Hermosilla, T. and Queinnec, M. and Luther, J. E. and van Lier, O. R. and Fournier, R. A. and Woods, M. and Treitz, P. M. and van Ewijk, K. Y. and Graham, G. and Quist, L.}, title = {Optimizing Landsat time series length for regional mapping of lidar-derived forest structure}, journal = {Remote Sensing of Environment}, volume = {239}, DOI = {10.1016/j.rse.2020.111645}, url = {https://doi.org/10.1016/j.rse.2020.111645}, year = {2020}, type = {Journal Article} } @article{11448, author = {Bolton, D. K. and White, J. C. and Wulder, M. A. and Coops, N. 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S. and Ni, W.}, title = {Comparison of BRDF models with a fuzzy inference system for correction of bidirectional effects}, journal = {Remote Sensing of Environment}, volume = {88}, number = {3}, pages = {221–232}, DOI = {10.1016/S0034-4257(03)00072-5}, url = {https://doi.org/10.1016/S0034-4257(03)00072-5}, year = {2003}, type = {Journal Article} } @misc{4876, author = {Buchanan, J. and Dobler, J. and Thome, K.J. and Biggar, S.}, title = {Validation of a laser-based system for ground measurement of backscatter surface reflectance}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6296}, month = {14–16 August 2006}, note = {READY}, DOI = {10.1117/12.681310}, url = {https://doi.org/10.1117/12.681310}, year = {2006}, type = {Conference Paper} } @article{12356, author = {Buchner, J. and Butsic, V. and Yin, H. and Kuemmerle, T. and Baumann, M. and Zazanashvili, N. and Stapp, J. and Radeloff, V. C.}, title = {Localized versus wide-ranging effects of the post-Soviet wars in the Caucasus on agricultural abandonment}, journal = {Global Environmental Change}, volume = {76}, abstract = {Wars are frequent and can affect land use substantially, but the effects of wars can vary greatly depending on their characteristics, such as intensity or duration. Furthermore, the spatial scale of the effects can differ. The effects of wars may be localized and thus close to conflict locations if direct mechanisms matter most (e.g., abandonment because active fighting precludes farming), or wide-ranging, e.g., farther away from conflict locations, if indirect mechanisms predominate (e.g., no access to agricultural inputs). Our goal was to quantify how the very different wars in the Caucasus region during post-Soviet times most likely affected agricultural abandonment at different scales. We analyzed data on conflict locations plus Landsat-derived land-cover data from 1987 to 2015, and applied matching statistics, difference-in-differences estimators, and logistic panel regressions. We examined the localized versus wide-ranging effects of the different wars on permanent agricultural abandonment and inferred to direct and indirect mechanisms that may have resulted in agricultural abandonment. While permanent agricultural abandonment was overall surprisingly limited across the Caucasus, up to one third of abandonment was most likely related to the wars. Among the wars, the war in Chechnya was by far the most intense and longest, but its effect on abandonment was similar to the less intense and relatively short war in Abkhazia. 47 % and 45 % of agricultural abandonment was related to each war, respectively. The reason was that the effect of the war in Chechnya was more localized, and abandonment occurred near conflict locations, in contrast to Abkhazia, where the effect was wide-ranging and abandonment occurred farther away from conflict locations. In contrast, the war in South Ossetia showed no significant effect on abandonment, and the war in Nagorno-Karabakh had the surprising pattern that abandonment was higher where no war had occurred. For each of the wars, abandonment was predominately related to the nearest conflict locations, but in Abkhazia additional conflict locations within 10 km further increased the probability of abandonment. We infer that the direct mechanisms of the war such as bombing, and active fighting most likely resulted in a localized effect close to conflict locations in Chechnya and in Nagorno-Karabakh. However, in Nagorno-Karabakh subsidies for new settlers after the war, (i.e., a positive wide-ranging effect), potentially reduced the amount of abandonment there. In contrast, negative wide-ranging effects such as refugee movements and post-war restrictions on their return is related to broad-scale abandonment in Abkhazia. In summary, permanent agricultural abandonment was not necessarily higher in a war with a high overall intensity. Instead, the effect of a given war varied in scale, and was related to the relative importance of direct and localized versus indirect and wide-ranging mechanisms, including postwar events and policies, which is likely the case for other wars, too. © 2022 Elsevier Ltd}, DOI = {10.1016/j.gloenvcha.2022.102580}, url = {https://doi.org/10.1016/j.gloenvcha.2022.102580}, year = {2022}, type = {Journal Article} } @article{11986, author = {Buchner, J. and Yin, H. and Frantz, D. and Kuemmerle, T. and Askerov, E. and Bakuradze, T. and Bleyhl, B. and Elizbarashvili, N. and Komarova, A. and Lewińska, K. E. and Rizayeva, A. and Sayadyan, H. and Tan, B. and Tepanosyan, G. and Zazanashvili, N. and Radeloff, V. C.}, title = {Land-cover change in the Caucasus Mountains since 1987 based on the topographic correction of multi-temporal Landsat composites}, journal = {Remote Sensing of Environment}, volume = {248}, DOI = {10.1016/j.rse.2020.111967}, url = {https://doi.org/10.1016/j.rse.2020.111967}, year = {2020}, type = {Journal Article} } @article{791, author = {Budreski, K. A. and Wynne, R. H. and Browder, J. O. and Campbell, J. B.}, title = {Comparison of segment and pixel-based non-parametric land cover classification in the Brazilian Amazon using multitemporal Landsat TM/ETM+ imagery}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {73}, number = {7}, pages = {813–827}, DOI = {10.14358/PERS.73.7.813}, url = {https://doi.org/10.14358/PERS.73.7.813}, year = {2007}, type = {Journal Article} } @article{8214, author = {Bullock, E. L. and Fagherazzi, S. and Nardin, W. and Vo-Luong, P. and Nguyen, P. and Woodcock, C. E.}, title = {Temporal patterns in species zonation in a mangrove forest in the Mekong Delta, Vietnam, using a time series of Landsat imagery}, journal = {Continental Shelf Research}, volume = {147}, pages = {144–154}, DOI = {10.1016/j.csr.2017.07.007}, url = {https://doi.org/10.1016/j.csr.2017.07.007}, year = {2017}, type = {Journal Article} } @article{12254, author = {Bullock, E. L. and Healey, S. P. and Yang, Z. and Houborg, R. and Gorelick, N. and Tang, X. and Andrianirina, C.}, title = {Timeliness in forest change monitoring—A new assessment framework demonstrated using Sentinel-1 and a continuous change detection algorithm}, journal = {Remote Sensing of Environment}, volume = {276}, abstract = {The development of near-real time forest monitoring systems, which are used to create alerts for events such as logging or fire, often involves tradeoffs between accuracy and timeliness. In the context of forest monitoring, timeliness is measured by the lag between when a change occurs in the forest and the creation of an alert about the event. Conventional accuracy assessments quantify both false negative and false positive errors in change maps, but do not specify those rates as a function of lag. Recent near real-time (NRT) accuracy assessment methods summarize the relationship between lag and correctly identified change events, but do not integrate consideration of changes mapped where they have not occurred. Here, we propose an assessment framework that we call “Sigmoid Accuracy”, which characterizes forest change detection accuracy as it relates to timeliness. Using a change monitoring algorithm that applies the Continuous Change Detection and Classification algorithm (CCDC) to Sentinel-1 radar data in Madagascar, we demonstrate how the assessment framework can be used to calculate a lag-dependent F1-Score to create a sigmoidal curve describing system performance as it relates to the time since a change event. We introduce two new performance metrics that define key moments along this curve: “Initial Delay”, or the minimum time required to create an alert as observed in reference data, and the “Level Off Point”, or the lag at which accuracy stabilizes. Our framework accommodates varying assessment designs, as demonstrated using pixel-, block-, and event-based agreement for the response design. These metrics provide a holistic way to evaluate and compare the usefulness of forest monitoring systems in real-world applications. © 2022}, DOI = {10.1016/j.rse.2022.113043}, url = {https://doi.org/10.1016/j.rse.2022.113043}, year = {2022}, type = {Journal Article} } @article{11631, author = {Bullock, E. L. and Nolte, C. and Segovia, A. R. and Woodcock, C. E.}, title = {Ongoing forest disturbance in Guatemala's protected areas}, journal = {Remote Sensing in Ecology and Conservation}, volume = {6}, number = {2}, pages = {141–152}, DOI = {10.1002/rse2.130}, url = {https://doi.org/10.1002/rse2.130}, year = {2020}, type = {Journal Article} } @article{12059, author = {Bullock, E. L. and Woodcock, C. E.}, title = {Carbon loss and removal due to forest disturbance and regeneration in the Amazon}, journal = {Science of the Total Environment}, volume = {764}, DOI = {10.1016/j.scitotenv.2020.142839}, url = {https://doi.org/10.1016/j.scitotenv.2020.142839}, year = {2021}, type = {Journal Article} } @article{10973, author = {Bullock, E. L. and Woodcock, C. E. and Holden, C. E.}, title = {Improved change monitoring using an ensemble of time series algorithms}, journal = {Remote Sensing of Environment}, volume = {238}, DOI = {10.1016/j.rse.2019.04.018}, url = {https://doi.org/10.1016/j.rse.2019.04.018}, year = {2020}, type = {Journal Article} } @article{10940, author = {Bullock, E. L. and Woodcock, C. E. and Olofsson, P.}, title = {Monitoring tropical forest degradation using spectral unmixing and Landsat time series analysis}, journal = {Remote Sensing of Environment}, volume = {238}, DOI = {10.1016/j.rse.2018.11.011}, url = {https://doi.org/10.1016/j.rse.2018.11.011}, year = {2020}, type = {Journal Article} } @article{11097, author = {Bunchalee, P. and Chantaranothai, P. and Johnson, D. M. and Murray, N. A.}, title = {Polyalthia khaoyaiensis (Annonaceae), a new species from Thailand}, journal = {Phytotaxa}, volume = {405}, number = {3}, pages = {171–179}, DOI = {10.11646/phytotaxa.405.3.6}, url = {https://doi.org/10.11646/phytotaxa.405.3.6}, year = {2019}, type = {Journal Article} } @article{3206, author = {Burakowski, E. A. and Ollinger, S. V. and Lepine, L. and Schaaf, C. B. and Wang, Z. and Dibb, J. E. and Hollinger, D. Y. and Kim, J. and Erb, A. and Martin, M.}, title = {Spatial scaling of reflectance and surface albedo over a mixed-use, temperate forest landscape during snow-covered periods}, journal = {Remote Sensing of Environment}, volume = {158}, pages = {465–477}, DOI = {10.1016/j.rse.2014.11.023}, url = {https://doi.org/10.1016/j.rse.2014.11.023}, year = {2015}, type = {Journal Article} } @article{8757, author = {Burgess, R. and Hansen, M.C. and Olken, B. A. and Potapov, P. and Sieber, S.}, title = {The political economy of deforestation in the tropics}, journal = {Quarterly Journal of Economics}, volume = {127}, number = {4}, pages = {1707–1754}, DOI = {10.1093/qje/qjs034}, url = {https://doi.org/10.1093/qje/qjs034}, year = {2012}, type = {Journal Article} } @article{12218, author = {Buřivalová, Z. and Hart, S. J. and Radeloff, V. C. and Srinivasan, U.}, title = {Early warning sign of forest loss in protected areas}, journal = {Current Biology}, volume = {31}, number = {20}, pages = {4620–4626.e3}, DOI = {10.1016/j.cub.2021.07.072}, url = {https://doi.org/10.1016/j.cub.2021.07.072}, year = {2021}, type = {Journal Article} } @article{12344, author = {Buřivalová, Z. and Rosin, C. and Buchner, J. and Radeloff, V. C. and Ocampo-Peñuela, N.}, title = {Conservation responsibility for bird species in tropical logged forests}, journal = {Conservation Letters}, abstract = {Unprotected lands can help prevent the extinctions of species if managed carefully. Over half of the tropical forest is leased by logging companies, whereas only 6%–18% is protected. This makes the timber industry, institutions that regulate it, and consumers of its products important actors in conservation. We assessed the conservation responsibility, the proportion of a species’ range that tropical timber industry concessions overlap with, for bird species that decline after selective logging. Up to 32% of the global range and up to 100% of the national range of sensitive species within our study countries are leased by logging companies. Individual concessions overlap with the ranges of up to 25 sensitive and more than 500 total bird species, with a particularly high density in Borneo. Our results can inform governments, forest managers, sustainability certifiers, and consumers so that they can turn this responsibility into a conservation opportunity through interventions at multiple scales. © 2022 The Authors. Conservation Letters published by Wiley Periodicals LLC.}, ISSN = {1755-263X 1755-263X}, DOI = {10.1111/conl.12903}, url = {https://doi.org/10.1111/conl.12903}, year = {in press}, type = {Journal Article} } @article{92, author = {Burkhalter, J. P. and Martin, T. C. and Allen, R. G. and Kjaersgaard, J. and Wilson, E. and Alvarado, R. and Polly, J. S.}, title = {Estimating crop water use via remote sensing techniques vs. conventional methods in the South Platte River Basin, Colorado}, journal = {Journal of the American Water Resources Association}, volume = {49}, number = {3}, pages = {498–517}, DOI = {10.1111/jawr.12051}, url = {https://doi.org/10.1111/jawr.12051}, year = {2013}, type = {Journal Article} } @article{8748, author = {Burkhart, H. E. and Brooks, E. B. and Dinon-Aldridge, H. and Sabatia, C. O. and Gyawali, N. and Wynne, R. H. and Thomas, V. A.}, title = {Regional simulations of loblolly pine productivity with CO2 enrichment and changing climate scenarios}, journal = {Forest Science}, volume = {64}, number = {4}, pages = {349–357}, DOI = {10.1093/forsci/fxy008}, url = {https://doi.org/10.1093/forsci/fxy008}, year = {2018}, type = {Journal Article} } @misc{645, author = {Burnett, B. and Allen, R. G. and Robison, C. W. and Tasumi, M. and Lorite, I.}, title = {Estimating the soil surface evaporation and transpiration components from satellite images in the absence of a thermal band}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–18}, month = {12–16 May 2008}, note = {READY}, DOI = {10.1061/40976(316)86}, url = {https://doi.org/10.1061/40976(316)86}, year = {2008}, type = {Conference Paper} } @misc{10261, author = {Burnett, Charles N. and Daley, Nigel N. M. A. and Wulder, M.A. and Niemann, K. Olaf and Goodenough, David G.}, title = {Directional variability in 1m CASI imagery—An analysis using semi-variance range and slope shape}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2342–2344}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.702207}, url = {https://doi.org/10.1109/IGARSS.1998.702207}, year = {1998}, type = {Conference Paper} } @article{1023, author = {Burt, C. M. and Mutziger, A. J. and Allen, R. G. and Howell, T. A.}, title = {Evaporation research—Review and interpretation}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {131}, number = {1}, pages = {37–58}, DOI = {10.1061/(ASCE)0733-9437(2005)131:1(37)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2005)131:1(37)}, year = {2005}, type = {Journal Article} } @misc{9816, author = {Burton, R. R. and Schott, J. R. and Brown, S. D.}, title = {Elastic LADAR modeling for synthetic imaging applications}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4816}, pages = {144–155}, month = {7–11 July 2002}, note = {READY}, DOI = {10.1117/12.451630}, url = {https://doi.org/10.1117/12.451630}, year = {2002}, type = {Conference Paper} } @article{8624, author = {Busch, J. and Ferretti-Gallon, K. and Engelmann, J. and Wright, M. and Austin, K. G. and Stolle, F. and Turubanova, S. and Potapov, P. V. and Margono, B. and Hansen, M. C. and Baccini, A.}, title = {Reductions in emissions from deforestation from Indonesia's moratorium on new oil palm, timber, and logging concessions}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {112}, number = {5}, pages = {1328–1333}, DOI = {10.1073/pnas.1412514112}, url = {https://doi.org/10.1073/pnas.1412514112}, year = {2015}, type = {Journal Article} } @article{10880, author = {Busker, T. and De Roo, A. and Gelati, E. and Schwatke, C. and Adamovic, M. and Bisselink, B. and Pekel, J. F. and Cottam, A.}, title = {A global lake and reservoir volume analysis using a surface water dataset and satellite altimetry}, journal = {Hydrology and Earth System Sciences}, volume = {23}, number = {2}, pages = {669–690}, DOI = {10.5194/hess-23-669-2019}, url = {https://doi.org/10.5194/hess-23-669-2019}, year = {2019}, type = {Journal Article} } @article{8306, author = {Butsic, V. and Gaeta, J. W. and Radeloff, V.C.}, title = {The ability of zoning and land acquisition to increase property values and maintain largemouth bass growth rates in an amenity rich region}, journal = {Landscape and Urban Planning}, volume = {107}, number = {1}, pages = {69–78}, DOI = {10.1016/j.landurbplan.2012.05.003}, url = {https://doi.org/10.1016/j.landurbplan.2012.05.003}, year = {2012}, type = {Journal Article} } @article{8988, author = {Butsic, V. and Lewis, D. J. and Radeloff, V. C.}, title = {Lakeshore zoning has heterogeneous ecological effects—An application of a coupled economic-ecological model}, journal = {Ecological Applications}, volume = {20}, number = {3}, pages = {867–879}, DOI = {10.1890/09-0722.1}, url = {https://doi.org/10.1890/09-0722.1}, year = {2010}, type = {Journal Article} } @article{8283, author = {Butsic, V. and Lewis, D. J. and Radeloff, V. C.}, title = {Reserve selection with land market feedbacks}, journal = {Journal of Environmental Management}, volume = {114}, pages = {276–284}, DOI = {10.1016/j.jenvman.2012.10.018}, url = {https://doi.org/10.1016/j.jenvman.2012.10.018}, year = {2013}, type = {Journal Article} } @article{8188, author = {Butsic, V. and Lewis, D. J. and Radeloff, V. C. and Baumann, M. and Kuemmerle, T.}, title = {Quasi-experimental methods enable stronger inferences from observational data in ecology}, journal = {Basic and Applied Ecology}, volume = {19}, pages = {1–10}, DOI = {10.1016/j.baae.2017.01.005}, url = {https://doi.org/10.1016/j.baae.2017.01.005}, year = {2017}, type = {Journal Article} } @article{8828, author = {Butsic, V. and Munteanu, C. and Griffiths, P. and Knorn, J. and Radeloff, V. C. and Lieskovský, J. and Mueller, D. and Kuemmerle, T.}, title = {The effect of protected areas on forest disturbance in the Carpathian Mountains 1985–2010}, journal = {Conservation Biology}, volume = {31}, number = {3}, pages = {570–580}, DOI = {10.1111/cobi.12835}, url = {https://doi.org/10.1111/cobi.12835}, year = {2017}, type = {Journal Article} } @article{8854, author = {Butsic, V. and Radeloff, V. C. and Kuemmerle, T. and Pidgeon, A. M.}, title = {Analytical solutions to trade-offs between size of protected areas and land-use intensity}, journal = {Conservation Biology}, volume = {26}, number = {5}, pages = {883–893}, DOI = {10.1111/j.1523-1739.2012.01887.x}, url = {https://doi.org/10.1111/j.1523-1739.2012.01887.x}, year = {2012}, type = {Journal Article} } @article{8157, author = {Bwangoy, J. R. B. and Hansen, M. C. and Potapov, P. and Turubanova, S. and Lumbuenamo, R. S.}, title = {Identifying nascent wetland forest conversion in the Democratic Republic of the Congo}, journal = {Wetlands Ecology and Management}, volume = {21}, number = {1}, pages = {29–43}, DOI = {10.1007/s11273-012-9277-z}, url = {https://doi.org/10.1007/s11273-012-9277-z}, year = {2013}, type = {Journal Article} } @article{517, author = {Bwangoy, J. R. B. and Hansen, M. C. and Roy, D. P. and Grandi, G. D. and Justice, C. O.}, title = {Wetland mapping in the Congo Basin using optical and radar remotely sensed data and derived topographical indices}, journal = {Remote Sensing of Environment}, volume = {114}, number = {1}, pages = {73–86}, DOI = {10.1016/j.rse.2009.08.004}, url = {https://doi.org/10.1016/j.rse.2009.08.004}, year = {2010}, type = {Journal Article} } @misc{6323, author = {Cahalan, R. F.}, title = {Preface—Radiation processes in the atmosphere and Ocean}, publisher = {American Institute of Physics}, volume = {Proceedings}, pages = {1–5}, month = {6–10 August 2012}, note = {READY}, DOI = {10.1063/1.4804695}, url = {https://doi.org/10.1063/1.4804695}, year = {2013}, type = {Conference Paper} } @article{12294, author = {Cahalan, R. F. and Ajiquichí, P. and Yatáz, G.}, title = {Correction to—Solar temperature variations computed from SORCE SIM irradiances observed during 2003 – 2020 (Solar Physics, (2022), 297, 1, (16), 10.1007/s11207-021-01941-y)}, journal = {Solar Physics}, volume = {297}, number = {2}, abstract = {This article was published with erroneous data in Table 7. Please find in this document the correct version of Table 7 that should be regarded by the reader as the final version. © Springer Nature B.V. 2022.}, DOI = {10.1007/s11207-022-01967-w}, url = {https://doi.org/10.1007/s11207-022-01967-w}, year = {2022}, type = {Journal Article} } @article{12282, author = {Cahalan, R. F. and Ajiquichí, P. and Yatáz, G.}, title = {Solar temperature variations computed from SORCE SIM irradiances observed During 2003 – 2020}, journal = {Solar Physics}, volume = {297}, number = {1}, abstract = {NASA’s Solar Radiation and Climate Experiment (SORCE) Spectral Irradiance Monitor (SIM) instrument produced about 17 years of daily average Spectral Solar Irradiance (SSI) data for wavelengths 240 – 2416 nm. We choose a day of minimal solar activity, August 24, 2008 (2008-08-24), during the 2008 – 2009 minimum between Cycles 23 and 24, and compute the brightness temperature (To) from that day’s solar spectral irradiance (SSIo). We consider small variations of T and SSI about these reference values, and derive linear and quadratic analytic approximations by Taylor expansion about the reference-day values. To determine the approximation accuracy, we compare to the exact brightness temperatures T computed from the Planck spectrum, by solving analytically for T, or equivalent root finding in Wolfram Mathematica. We find that the linear analytic approximation overestimates, while the quadratic underestimates, the exact result. This motivates the search for statistical “fit” models “in between” the two analytic models, with minimum root-mean-square-error, RMSE. We make this search using open-source statistical R software, determine coefficients for linear and quadratic fit models, and compare statistical with analytic RMSEs. When only linear analytic and fit models are compared, the fit model is superior at ultraviolet, visible, and near-infrared wavelengths. This again holds true when comparing only quadratic models. Quadratic is superior to linear for both analytic and statistical models, and statistical fits give the smallest RMSEs. Lastly, we use linear analytic and fit models to find an interpolating function in wavelength, useful when the SIM results need adjustment to another choice of wavelengths, to compare or extend to any other instrument. Advantages of the quadratic T over the exact T include ease of interpretation, and computational speed. © 2022, The Author(s).}, DOI = {10.1007/s11207-021-01941-y}, url = {https://doi.org/10.1007/s11207-021-01941-y}, year = {2022}, type = {Journal Article} } @misc{7610, author = {Cahalan, R.F. and Davis, A. and Marshak, A. and Silberstein, D. and Wiscombe, W.}, title = {Cloud macrostructure and radiation}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1444–1447}, month = {3–8 August 1997}, note = {READY}, DOI = {10.1109/IGARSS.1997.608888}, url = {https://doi.org/10.1109/IGARSS.1997.608888}, year = {1997}, type = {Conference Paper} } @article{8923, author = {Cahalan, R. F. and McGill, M. and Kolasinski, J. and Várnai, T. and Yetzer, K.}, title = {THOR - Cloud Thickness from Offbeam Lidar Returns}, journal = {Journal of Atmospheric and Oceanic Technology}, volume = {22}, number = {6}, pages = {605–627}, DOI = {10.1175/JTECH1740.1}, url = {https://doi.org/10.1175/JTECH1740.1}, year = {2005}, type = {Journal Article} } @article{2924, author = {Cahalan, R. F. and Oreopoulos, L. and Marshak, A. and Evans, K. F. and Davis, A. B. and Pincus, R. and Yetzer, K. H. and Mayer, B. and Davies, R. and Ackerman, T. P. and Barker, H. W. and Clothiaux, E. E. and Ellingson, R. G. and Garay, M. J. and Kassianov, E. and Kinne, S. and Macke, A. and O'Hirok, W. and Partain, P. T. and Prigarin, S. M. and Rublev, A. N. and Stephens, G. L. and Szczap, F. and Takara, E. E. and Várnai, T. and Wen, G. and Zhuravleva, T. B.}, title = {The 13RC—Bringing together the most advanced radiative transfer tools for cloudy atmospheres}, journal = {Bulletin of the American Meteorological Society}, volume = {86}, number = {9}, pages = {1275–1293}, DOI = {10.1175/BAMS-86-9-1275}, url = {https://doi.org/10.1175/BAMS-86-9-1275}, year = {2005}, type = {Journal Article} } @article{2929, author = {Cahalan, R. F. and Oreopoulos, L. and Wen, G. and Marshak, A. and Tsay, S. C. and DeFelice, T.}, title = {Cloud characterization and clear-sky correction from Landsat-7}, journal = {Remote Sensing of Environment}, volume = {78}, number = {1–2}, pages = {83–98}, DOI = {10.1016/S0034-4257(01)00251-6}, url = {https://doi.org/10.1016/S0034-4257(01)00251-6}, year = {2001}, type = {Journal Article} } @article{8504, author = {Cahalan, R. F. and Wharton, L. E. and Wu, M. L.}, title = {Empirical orthogonal functions of monthly precipitation and temperature over the United States and homogeneous stochastic models}, journal = {Journal of Geophysical Research Atmospheres}, volume = {101}, number = {21}, pages = {26309–26318}, DOI = {10.1029/96jd01611}, url = {https://doi.org/10.1029/96jd01611}, year = {1996}, type = {Journal Article} } @article{10702, author = {Cai, L. and Katopodis, C. and Johnson, D. and Zhang, P. and Zhao, P.}, title = {Case study—Targeting species and applying swimming performance data to fish lift design for the Huangdeng Dam on the upper Mekong River}, journal = {Ecological Engineering}, volume = {122}, pages = {32–38}, DOI = {10.1016/j.ecoleng.2018.07.023}, url = {https://doi.org/10.1016/j.ecoleng.2018.07.023}, year = {2018}, type = {Journal Article} } @article{2187, author = {Cai, X. and Thenkabail, P. S. and Biradar, C. M. and Platonov, A. and Gumma, M. and Dheeravath, V. and Cohen, Y. and Goldlshleger, N. and Ben Dor, E. and Alchanatis, V. and Vithanage, J. and Markandu, A.}, title = {Water productivity mapping using remote sensing data of various resolutions to support "more crop per drop"}, journal = {Journal of Applied Remote Sensing}, volume = {3}, number = {1}, DOI = {10.1117/1.3257643}, url = {https://doi.org/10.1117/1.3257643}, year = {2009}, type = {Journal Article} } @misc{2199, author = {Cai, X. L. and Thenkabail, P. S. and Platonov, A.}, title = {Benchmarking cotton water use and productivity using spectral indices}, publisher = {Asian Association on Remote Sensing}, volume = {Proceedings}, pages = {17–23}, month = {10–14 November 2008}, note = {READY}, year = {2008}, type = {Conference Paper} } @article{2402, author = {Cairns, M. A. and Brown, S. and Helmer, E. H. and Baumgardner, G. A.}, title = {Root biomass allocation in the world's upland forests}, journal = {Oecologia}, volume = {111}, number = {1}, pages = {1–11}, DOI = {10.1007/s004420050201}, url = {https://doi.org/10.1007/s004420050201}, year = {1997}, type = {Journal Article} } @article{9078, author = {Calder, E. S. and Harris, A. J. L. and Peña, P. and Pilger, E. and Flynn, L. P. and Fuentealba, G. and Moreno, H.}, title = {Combined thermal and seismic analysis of the Villarrica volcano lava lake, Chile}, journal = {Revista Geologica de Chile}, volume = {31}, number = {2}, pages = {259–272}, DOI = {10.4067/S0716-02082004000200005}, url = {https://doi.org/10.4067/S0716-02082004000200005}, year = {2004}, type = {Journal Article} } @article{12033, author = {Calders, K. and Adams, J. and Armston, J. and Bartholomeus, H. and Bauwens, S. and Bentley, L. P. and Chave, J. and Danson, F. M. and Demol, M. and Disney, M. and Gaulton, R. and Krishna Moorthy, S. M. and Levick, S. R. and Saarinen, N. and Schaaf, C. and Stovall, A. and Terryn, L. and Wilkes, P. and Verbeeck, H.}, title = {Terrestrial laser scanning in forest ecology—Expanding the horizon}, journal = {Remote Sensing of Environment}, volume = {251}, DOI = {10.1016/j.rse.2020.112102}, url = {https://doi.org/10.1016/j.rse.2020.112102}, year = {2020}, type = {Journal Article} } @misc{6182, author = {Cammalleri, C. and Anderson, M. C. and Ciraolo, G. and D'Urso, G. and Kustas, W. P. and Hain, C. and Schultz, L. and Mecikalski, J. R.}, title = {Analysis of energy flux estimations over Italy using time-differencing models based on thermal remote sensing data}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 352}, pages = {124–127}, month = {27–30 September 2010}, note = {READY}, year = {2012}, type = {Conference Paper} } @article{409, author = {Cammalleri, C. and Anderson, M. C. and Ciraolo, G. and Durso, G. and Kustas, W. P. and La Loggia, G. and Minacapilli, M.}, title = {The impact of in-canopy wind profile formulations on heat flux estimation in an open orchard using the remote sensing-based two-source model}, journal = {Hydrology and Earth System Sciences}, volume = {14}, number = {12}, pages = {2643–2659}, DOI = {10.5194/hess-14-2643-2010}, url = {https://doi.org/10.5194/hess-14-2643-2010}, year = {2010}, type = {Journal Article} } @article{195, author = {Cammalleri, C. and Anderson, M. C. and Ciraolo, G. and D'Urso, G. and Kustas, W. P. and La Loggia, G. and Minacapilli, M.}, title = {Applications of a remote sensing-based two-source energy balance algorithm for mapping surface fluxes without in situ air temperature observations}, journal = {Remote Sensing of Environment}, volume = {124}, pages = {502–515}, DOI = {10.1016/j.rse.2012.06.009}, url = {https://doi.org/10.1016/j.rse.2012.06.009}, year = {2012}, type = {Journal Article} } @article{62, author = {Cammalleri, C. and Anderson, M. C. and Gao, F. and Hain, C. R. and Kustas, W. P.}, title = {A data fusion approach for mapping daily evapotranspiration at field scale}, journal = {Water Resources Research}, volume = {49}, number = {8}, pages = {4672–4686}, DOI = {10.1002/wrcr.20349}, url = {https://doi.org/10.1002/wrcr.20349}, year = {2013}, type = {Journal Article} } @article{2, author = {Cammalleri, C. and Anderson, M. C. and Gao, F. and Hain, C. R. and Kustas, W. P.}, title = {Mapping daily evapotranspiration at field scales over rainfed and irrigated agricultural areas using remote sensing data fusion}, journal = {Agricultural and Forest Meteorology}, volume = {186}, pages = {1–11}, DOI = {10.1016/j.agrformet.2013.11.001}, url = {https://doi.org/10.1016/j.agrformet.2013.11.001}, year = {2014}, type = {Journal Article} } @misc{6158, author = {Cammalleri, C. and Anderson, M. C. and Houborg, R. and Gao, F. and Kustas, W. P. and Schull, M.}, title = {An integrated approach for high spatial resolution mapping of water and carbon fluxes using multi-sensor satellite data}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8531}, month = {24–26 September 2012}, note = {READY}, DOI = {10.1117/12.974737}, url = {https://doi.org/10.1117/12.974737}, year = {2012}, type = {Conference Paper} } @article{3106, author = {Cammalleri, C. and Anderson, M. C. and Kustas, W. P.}, title = {Upscaling of evapotranspiration fluxes from instantaneous to daytime scales for thermal remote sensing applications}, journal = {Hydrology and Earth System Sciences}, volume = {18}, number = {5}, pages = {1885–1894}, DOI = {10.5194/hess-18-1885-2014}, url = {https://doi.org/10.5194/hess-18-1885-2014}, year = {2014}, type = {Journal Article} } @article{3415, author = {Campagnolo, M. L. and Sun, Q. and Liu, Y. and Schaaf, C.B. and Wang, Z. and Román, M. O.}, title = {Estimating the effective spatial resolution of the operational BRDF, albedo, and nadir reflectance products from MODIS and VIIRS}, journal = {Remote Sensing of Environment}, volume = {175}, pages = {52–64}, DOI = {10.1016/j.rse.2015.12.033}, url = {https://doi.org/10.1016/j.rse.2015.12.033}, year = {2016}, type = {Journal Article} } @article{244, author = {Campbell, J. L. and Kennedy, R. E. and Cohen, W. B. and Miller, R. F.}, title = {Assessing the carbon consequences of western juniper (Juniperus occidentalis) encroachment across Oregon, USA}, journal = {Rangeland Ecology and Management}, volume = {65}, number = {3}, pages = {223–231}, DOI = {10.2111/REM-D-11-00012.1}, url = {https://doi.org/10.2111/REM-D-11-00012.1}, year = {2012}, type = {Journal Article} } @article{8782, author = {Campbell, P. K. E. and Middleton, E. M. and Thome, K. J. and Kokaly, R. F. and Huemmrich, K. F. and Lagomasino, D. and Novick, K. A. and Brunsell, N. A.}, title = {EO-1 hyperion reflectance time series at calibration and validation sites—Stability and sensitivity to seasonal dynamics}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {6}, number = {2}, pages = {276–290}, DOI = {10.1109/JSTARS.2013.2246139}, url = {https://doi.org/10.1109/JSTARS.2013.2246139}, year = {2013}, type = {Journal Article} } @article{8329, author = {Cannizzaro, J. P. and Carder, K. L.}, title = {Estimating chlorophyll a concentrations from remote-sensing reflectance in optically shallow waters}, journal = {Remote Sensing of Environment}, volume = {101}, number = {1}, pages = {13–24}, DOI = {10.1016/j.rse.2005.12.002}, url = {https://doi.org/10.1016/j.rse.2005.12.002}, year = {2006}, type = {Journal Article} } @article{8212, author = {Cannizzaro, J. P. and Carder, K. L. and Chen, F. R. and Heil, C. A. and Vargo, G. A.}, title = {A novel technique for detection of the toxic dinoflagellate, Karenia brevis, in the Gulf of Mexico from remotely sensed ocean color data}, journal = {Continental Shelf Research}, volume = {28}, number = {1}, pages = {137–158}, DOI = {10.1016/j.csr.2004.04.007}, url = {https://doi.org/10.1016/j.csr.2004.04.007}, year = {2008}, type = {Journal Article} } @article{9003, author = {Cannizzaro, J. P. and Hu, C. and Carder, K. L. and Kelble, C. R. and Melo, N. and Johns, E. M. and Vargo, G. A. and Heil, C. A.}, title = {On the accuracy of SeaWiFS ocean color data products on the West Florida Shelf}, journal = {Journal of Coastal Research}, volume = {29}, number = {6}, pages = {1257–1272}, DOI = {10.2112/JCOASTRES-D-12-00223.1}, url = {https://doi.org/10.2112/JCOASTRES-D-12-00223.1}, year = {2013}, type = {Journal Article} } @article{8255, author = {Cannizzaro, J. P. and Hu, C. and English, D. C. and Carder, K. L. and Heil, C. A. and Müller-Karger, F. E.}, title = {Detection of Karenia brevis blooms on the west Florida shelf using in situ backscattering and fluorescence data}, journal = {Harmful Algae}, volume = {8}, number = {6}, pages = {898–909}, DOI = {10.1016/j.hal.2009.05.001}, url = {https://doi.org/10.1016/j.hal.2009.05.001}, year = {2009}, type = {Journal Article} } @article{570, author = {Cao, C. and Vermote, E.F. and Xiong, X.}, title = {Using AVHRR lunar observations for NDVI long-term climate change detection}, journal = {Journal of Geophysical Research Atmospheres}, volume = {114}, number = {20}, DOI = {10.1029/2009JD012179}, url = {https://doi.org/10.1029/2009JD012179}, year = {2009}, type = {Journal Article} } @article{2284, author = {Cao, L. and Bala, G. and Caldeira, K. and Nemani, R.R. and Ban-Weiss, G.}, title = {Climate response to physiological forcing of carbon dioxide simulated by the coupled Community Atmosphere Model (CAM3.1) and Community Land Model (CLM3.0)}, journal = {Geophysical Research Letters}, volume = {36}, number = {10}, DOI = {10.1029/2009GL037724}, url = {https://doi.org/10.1029/2009GL037724}, year = {2009}, type = {Journal Article} } @article{2272, author = {Cao, L. and Bala, G. and Caldeira, K. and Nemani, R.R. and Ban-Weiss, G.}, title = {Importance of carbon dioxide physiological forcing to future climate change}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {107}, number = {21}, pages = {9513–9518}, DOI = {10.1073/pnas.0913000107}, url = {https://doi.org/10.1073/pnas.0913000107}, year = {2010}, type = {Journal Article} } @article{11880, author = {Cao, Z. and Chen, S. and Gao, F. and Li, X.}, title = {Improving phenological monitoring of winter wheat by considering sensor spectral response in spatiotemporal image fusion}, journal = {Physics and Chemistry of the Earth}, volume = {116}, DOI = {10.1016/j.pce.2020.102859}, url = {https://doi.org/10.1016/j.pce.2020.102859}, year = {2020}, type = {Journal Article} } @article{11985, author = {Cao, Z. and Ma, R. and Duan, H. and Pahlevan, N. and Melack, J. and Shen, M. and Xue, K.}, title = {A machine learning approach to estimate chlorophyll-a from Landsat-8 measurements in inland lakes}, journal = {Remote Sensing of Environment}, volume = {248}, DOI = {10.1016/j.rse.2020.111974}, url = {https://doi.org/10.1016/j.rse.2020.111974}, year = {2020}, type = {Journal Article} } @article{12393, author = {Cao, Z. and Ma, R. and Pahlevan, N. and Liu, M. and Melack, J. M. and Duan, H. and Xue, K. and Shen, M.}, title = {Evaluating and optimizing VIIRS retrievals of chlorophyll-a and suspended particulate matter in turbid lakes using a machine learning approach}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {60}, abstract = {The Visible Infrared Imaging Radiometer Suite (VIIRS) instrument was launched to continue the legacy of the Moderate Resolution Imaging Spectroradiometer (MODIS). Despite recent studies demonstrating the use of VIIRS observations over inland waters, VIIRS has not been widely used to generate water quality products [e.g., chlorophyll-a (Chl-a) and suspended particulate matter (SPM)] in relatively large turbid lakes. This study examines the quality of VIIRS-derived remote sensing reflectance (Rrs) from four different atmospheric-correction processors with matchups from 13 lakes sized between 107 and 2573 km2 across the eastern plain of China. The operational Rrs products from the National Oceanic and Atmospheric Administration (NOAA) outperformed Rrs retrieved from other state-of-the-art algorithms with mean uncertainties of 57%, 33%, 20%, and 28% for Rrs (486), Rrs (551), Rrs (671), and Rrs (745), respectively. These uncertainties induced 55% uncertainty in satellite-retrieved SPM and Chl-a from recently developed algorithms in the studied lakes. To improve accuracy in Chl-a and SPM retrievals, a deep neural network was developed for simultaneous retrievals of Chl-a and SPM from VIIRS Rayleigh-corrected reflectance. The model with satisfactory accuracy (mean uncertainties of 28% for Chl-a and 20% for SPM) outperformed other machine learning approaches and nearly halved uncertainties compared to those obtained from satellite-derived Rrs products. Within the 2012-2020 period, high-quality VIIRS-derived Chl-a and SPM across 61 lakes in eastern China had evident interannual variability in SPM but insignificant temporal variations in Chl-a. This study provides validated, high-quality, basin-scale VIIRS-derived Chl-a and SPM products in eastern China over the past decade. Our results offer a strategy for improving regional water quality products from VIIRS observations. © 1980-2012 IEEE.}, DOI = {10.1109/TGRS.2022.3220529}, url = {https://doi.org/10.1109/TGRS.2022.3220529}, year = {2022}, type = {Journal Article} } @article{3388, author = {Cape, M. R. and Vernet, M. and Skvarca, P. and Marinsek, S. and Scambos, T.A. and Domack, E.}, title = {Foehn winds link climate-driven warming to ice shelf evolution in Antarctica}, journal = {Journal of Geophysical Research Atmospheres}, volume = {120}, number = {21}, pages = {11,037–11,057}, DOI = {10.1002/2015JD023465}, url = {https://doi.org/10.1002/2015JD023465}, year = {2015}, type = {Journal Article} } @misc{4755, author = {Carder, K. L. and Cannizzaro, J. P. and Lee, Z.}, title = {Ocean color algorithms in optically shallow waters—Limitations and Improvements}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5885}, month = {31 July–1 August 2005}, note = {READY}, DOI = {10.1117/12.615039}, url = {https://doi.org/10.1117/12.615039}, year = {2005}, type = {Conference Paper} } @article{8484, author = {Carder, K. L. and Chen, F. R. and Cannizzaro, J. P. and Campbell, J. W. and Mitchell, B. G.}, title = {Performance of the MODIS semi-analytical ocean color algorithm for chlorophyll-a}, journal = {Advances in Space Research}, volume = {33}, number = {7}, pages = {1152–1159}, DOI = {10.1016/S0273-1177(03)00365-X}, url = {https://doi.org/10.1016/S0273-1177(03)00365-X}, year = {2004}, type = {Journal Article} } @article{8514, author = {Carder, K. L. and Chen, F. R. and Lee, Z. P. and Hawes, S. K. and Kamykowski, D.}, title = {Semianalytic Moderate-Resolution Imaging Spectrometer algorithms for chlorophyll α and absorption with bio-optical domains based on nitrate-depletion temperatures}, journal = {Journal of Geophysical Research Oceans}, volume = {104}, number = {C3}, pages = {5403–5421}, DOI = {10.1029/1998jc900082}, url = {https://doi.org/10.1029/1998jc900082}, year = {1999}, type = {Journal Article} } @article{8777, author = {Carder, K. L. and Costello, D. K. and Warrior, H. and Langebrake, L. C. and Hou, W. and Patten, J. T. and Kaltenbacher, E.}, title = {Ocean-science mission needs—Real-time AUV data for command, control, and model inputs}, journal = {IEEE Journal of Oceanic Engineering}, volume = {26}, number = {4}, pages = {742–751}, DOI = {10.1109/48.972116}, url = {https://doi.org/10.1109/48.972116}, year = {2001}, type = {Journal Article} } @misc{4840, author = {Carder, K. L. and English, D. C. and Du, C.}, title = {An Autonomous Marine Optical System (AMOS) for monitoring the optical properties of port and harbor waters}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6204}, month = {18–19 April 2006}, note = {READY}, DOI = {10.1117/12.669693}, url = {https://doi.org/10.1117/12.669693}, year = {2006}, type = {Conference Paper} } @misc{7661, author = {Carder, K. L. and Lee, Z. and Hawes, S. K. and Chen, F. R.}, title = {Optical model of ocean remote sensing—Application to ocean color algorithm development}, publisher = {Committee on Space Research}, volume = {8, COSPAR Colloquia Series}, pages = {191–198}, month = {12–17 September 1995}, note = {READY}, DOI = {10.1016/S0964-2749(97)80023-6}, url = {https://doi.org/10.1016/S0964-2749(97)80023-6}, year = {1997}, type = {Conference Paper} } @article{9081, author = {Carder, K. L. and Liu, C. C. and Lee, Z. and English, D. C. and Patten, J. and Chen, F. R. and Ivey, J. E. and Davis, C. O.}, title = {Illumination and turbidity effects on observing faceted bottom elements with uniform Lambertian albedos}, journal = {Limnology and Oceanography}, volume = {48}, number = {1 pt. 2}, pages = {355–363}, DOI = {10.4319/lo.2003.48.1_part_2.0355}, url = {https://doi.org/10.4319/lo.2003.48.1_part_2.0355}, year = {2003}, type = {Journal Article} } @misc{4677, author = {Carder, K.L. and Reinersman, P. and Costello, D. and Kaltenbacher, E. and Kloske, J. and Montes, M.}, title = {Optical inspection of ports and harbors—Laser-line sensor model applications in 2 and 3 dimensions}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5780}, pages = {49–58}, month = {29–30 March 2005}, note = {READY}, DOI = {10.1117/12.606856}, url = {https://doi.org/10.1117/12.606856}, year = {2005}, type = {Conference Paper} } @article{12209, author = {Cardille, J. A. and Perez, E. and Crowley, M. A. and Wulder, M. A. and White, J. C. and Hermosilla, T.}, title = {Multi-sensor change detection for within-year capture and labelling of forest disturbance}, journal = {Remote Sensing of Environment}, volume = {268}, DOI = {10.1016/j.rse.2021.112741}, url = {https://doi.org/10.1016/j.rse.2021.112741}, year = {2022}, type = {Journal Article} } @article{300, author = {Cardille, J. A. and White, J. C. and Wulder, M. A. and Holland, T.}, title = {Representative landscapes in the forested area of Canada}, journal = {Environmental Management}, volume = {49}, number = {1}, pages = {163–173}, DOI = {10.1007/s00267-011-9785-2}, url = {https://doi.org/10.1007/s00267-011-9785-2}, year = {2012}, type = {Journal Article} } @article{12134, author = {Carlson, A. R. and Sebasky, M. E. and Peters, M. P. and Radeloff, V. C.}, title = {The importance of small fires for wildfire hazard in urbanised landscapes of the northeastern US}, journal = {International Journal of Wildland Fire}, volume = {30}, number = {5}, pages = {307–321}, DOI = {10.1071/WF20186}, url = {https://doi.org/10.1071/WF20186}, year = {2021}, type = {Journal Article} } @misc{530, author = {Carmona, P. L. and Moreno, J. E. and Pla, F. and Schaaf, C. B.}, title = {Affine compensation of illumination in hyperspectral remote sensing images}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {II266–II269}, month = {12–17 July 2009}, note = {READY}, DOI = {10.1109/IGARSS.2009.5418059}, url = {https://doi.org/10.1109/IGARSS.2009.5418059}, year = {2009}, type = {Conference Paper} } @misc{9971, author = {Carmona-Moreno, C. and Belward, A.S. and Caperan, Ph and Hartley, A. and Malingreau, J. P. and Antonovskiy, M. and Buchshtaber, V. and Pivovarov, V.}, title = {Spatial-temporal correlation analyses of global burned surface time series from remote sensing data (1982-1999)}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, month = {20–24 June 2005}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2005/isrse/html/papers/886.pdf}, url = {http://www.isprs.org/proceedings/2005/isrse/html/papers/886.pdf}, year = {2005}, type = {Conference Paper} } @article{981, author = {Carmona-Moreno, C. and Belward, A.S. and Malingreau, J. P. and Hartley, A. and Garcia-Alegre, M. and Antonovskiy, M. and Buchshtaber, V. and Pivovarov, V.}, title = {Characterizing interannual variations in global fire calendar using data from Earth observing satellites}, journal = {Global Change Biology}, volume = {11}, number = {9}, pages = {1537–1555}, DOI = {10.1111/j.1365-2486.2005.01003.x}, url = {https://doi.org/10.1111/j.1365-2486.2005.01003.x}, year = {2005}, type = {Journal Article} } @article{1466, author = {Carpenter, G. A. and Gjaja, M. N. and Gopal, S. and Woodcock, C. E.}, title = {ART neural networks for remote sensing—Vegetation classification from Landsat TM and terrain Data}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {35}, number = {2}, pages = {308–325}, DOI = {10.1109/36.563271}, url = {https://doi.org/10.1109/36.563271}, year = {1997}, type = {Journal Article} } @article{1373, author = {Carpenter, G. A. and Gopal, S. and Macober, S. and Martens, S. and Woodcock, C. 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P.}, title = {Estimating evapotranspiration of mediterranean oak savanna at multiple temporal and spatial resolutions—Implications for water resources management}, journal = {Remote Sensing}, volume = {13}, number = {18}, DOI = {10.3390/rs13183701}, url = {https://doi.org/10.3390/rs13183701}, year = {2021}, type = {Journal Article} } @misc{3650, author = {Carpintero, E. and González Dugo, M. P. and Hain, C. and Nieto, H. and Gao, F. and Andreu, A. and Kustas, W. P. and Anderson, M. C.}, title = {Continuous evapotranspiration monitoring and water stress at watershed scale in a Mediterranean oak savanna}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9998}, month = {26–29 September 2016}, note = {READY}, DOI = {10.1117/12.2241521}, url = {https://doi.org/10.1117/12.2241521}, year = {2016}, type = {Conference Paper} } @article{179, author = {Carrasco-Benavides, M. and Ortega-Farías, S. and Lagos, L. 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E. and Leigh, L. and Aaron, D.B. and Dalsted, K. and Volz, M.}, title = {Evaluating modified atmospheric correction methods for Landsat imagery—Image-based and model-based calibration methods}, journal = {Communications in Soil Science and Plant Analysis}, volume = {39}, number = {9-10}, pages = {1532–1545}, DOI = {10.1080/00103620802006669}, url = {https://doi.org/10.1080/00103620802006669}, year = {2008}, type = {Journal Article} } @article{984, author = {Chang, J. and Clay, S. A. and Clay, D. E. and Aaron, D.B. and Helder, D.L. and Dalsted, K.}, title = {Clouds influence precision and accuracy of ground-based spectroradiometers}, journal = {Communications in Soil Science and Plant Analysis}, volume = {36}, number = {13–14}, pages = {1799–1807}, DOI = {10.1081/CSS-200062449}, url = {https://doi.org/10.1081/CSS-200062449}, year = {2005}, type = {Journal Article} } @article{9005, author = {Chang, J. and Hansen, M. C. and Pittman, K. and Carroll, M. and DiMiceli, C.}, title = {Corn and soybean mapping in the United States using MODIS time-series data sets}, journal = {Agronomy Journal}, volume = {99}, number = {6}, pages = {1654–1664}, DOI = {10.2134/agronj2007.0170}, url = {https://doi.org/10.2134/agronj2007.0170}, year = {2007}, type = {Journal Article} } @article{8052, author = {Chantraket, R. and Uttaruk, P. and Klinhom, U. and Skole, D. L. and Samek, J. H. and Castaneda, O.}, title = {Internet-based development of medicinal plants geospatial system in phu phan forest complex—Northeastern Thailand}, journal = {Kasetsart Journal - Natural Science}, volume = {48}, number = {2}, pages = {227–240}, DOI = {http://kasetsartjournal.ku.ac.th/kuj_files/2014/A1406271414047500.pdf}, url = {http://kasetsartjournal.ku.ac.th/kuj_files/2014/A1406271414047500.pdf}, year = {2014}, type = {Journal Article} } @misc{2632, author = {Chao, B. F. and Farr, T. and LaBrecque, J. and Bindschadler, R.A. and Douglas, B. and Rignot, E. and Shum, C. K. and Wahr, J.}, title = {Understanding sea level changes}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {125–127}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1024962}, url = {https://doi.org/10.1109/IGARSS.2002.1024962}, year = {2002}, type = {Conference Paper} } @article{10490, author = {Chase, T. N. and Pielke, R. A. and Kittel, T. G. F. and Nemani, R.R. and Running, S. W.}, title = {Sensitivity of a general circulation model to global changes in leaf area index}, journal = {Journal of Geophysical Research Atmospheres}, volume = {101}, number = {D3}, pages = {7393–7408}, DOI = {10.1029/95JD02417}, url = {https://doi.org/10.1029/95JD02417}, year = {1996}, type = {Journal Article} } @article{10480, author = {Chase, T. N. and Pielke Sr, R. A. and Kittel, T. G. F. and Nemani, R. R. and Running, S. W.}, title = {Simulated impacts of historical land cover changes on global climate in northern winter}, journal = {Climate Dynamics}, volume = {16}, number = {2–3}, pages = {93–105}, DOI = {10.1007/s003820050007}, url = {https://doi.org/10.1007/s003820050007}, year = {2000}, type = {Journal Article} } @article{10501, author = {Chase, T. N. and Pielke Sr, R. A. and Kittel, T. G. F. and Zhao, M. and Pitman, A. J. and Running, S. W. and Nemani, R. R.}, title = {Relative climatic effects of landcover change and elevated carbon dioxide combined with aerosols—A comparison of model results and observations}, journal = {Journal of Geophysical Research Atmospheres}, volume = {106}, number = {D23}, pages = {31685–31691}, DOI = {10.1029/2000JD000129}, url = {https://doi.org/10.1029/2000JD000129}, year = {2001}, type = {Journal Article} } @article{11873, author = {Chatfield, R. B. and Sorek-Hamer, M. and Esswein, R. F. and Lyapustin, A.}, title = {Satellite mapping of PM2.5 episodes in the wintertime San Joaquin Valley—A "static" model using column water vapor}, journal = {Atmospheric Chemistry and Physics}, volume = {20}, number = {7}, pages = {4379–4397}, DOI = {10.5194/acp-20-4379-2020}, url = {https://doi.org/10.5194/acp-20-4379-2020}, year = {2020}, type = {Journal Article} } @misc{7187, author = {Chatfield, R. B. and Sorek-Hamer, M. and Lyapustin, A.I. and Wang, Y.}, title = {Daily kilometer-scale MODIS satellite maps of PM2.5 describe wintertime episodes}, publisher = {Air and Waste Management Association}, volume = {Proceedings}, month = {5–8 June 2017}, note = {READY}, DOI = {https://ntrs.nasa.gov/search.jsp?R=20170006028}, url = {https://ntrs.nasa.gov/search.jsp?R=20170006028}, year = {2017}, type = {Conference Paper} } @article{11071, author = {Chatterjee, S. and Irmak, S. and Payero, J. O. and Kilic, A. and Odhiambo, L. O. and Rudnick, D. and Sharma, V. and Billesbach, D.}, title = {Correction to—On the magnitude and dynamics of eddy covariance system residual energy (energy balance closure error) in subsurface drip-irrigated maize field during growing and non-growing (dormant) seasons (Irrigation Science, (2014), 32, 6, (471-483), 10.1007/s00271-014-0443-3)}, journal = {Irrigation Science}, volume = {37}, number = {6}, pages = {761–761}, DOI = {10.1007/s00271-019-00645-3}, url = {https://doi.org/10.1007/s00271-019-00645-3}, year = {2019}, type = {Journal Article} } @article{2193, author = {Chavula, G. and Brezonik, P. and Thenkabail, P.S. and Johnson, T. and Bauer, M.}, title = {Estimating chlorophyll concentration in Lake Malawi from MODIS satellite imagery}, journal = {Physics and Chemistry of the Earth}, volume = {34}, number = {13-16}, pages = {755–760}, DOI = {10.1016/j.pce.2009.07.015}, url = {https://doi.org/10.1016/j.pce.2009.07.015}, year = {2009}, type = {Journal Article} } @article{2192, author = {Chavula, G. and Brezonik, P. and Thenkabail, P.S. and Johnson, T. and Bauer, M.}, title = {Estimating the surface temperature of Lake Malawi using AVHRR and MODIS satellite imagery}, journal = {Physics and Chemistry of the Earth}, volume = {34}, number = {13-16}, pages = {749–754}, DOI = {10.1016/j.pce.2009.08.001}, url = {https://doi.org/10.1016/j.pce.2009.08.001}, year = {2009}, type = {Journal Article} } @article{12024, author = {Cheeseman, M. and Ford, B. and Volckens, J. and Lyapustin, A. and Pierce, J. R.}, title = {The relationship between MAIAC smoke plume heights and surface PM}, journal = {Geophysical Research Letters}, volume = {47}, number = {17}, DOI = {10.1029/2020GL088949}, url = {https://doi.org/10.1029/2020GL088949}, year = {2020}, type = {Journal Article} } @article{8479, author = {Chehbouni, A. and Goodrich, D. C. and Moran, M. S. and Watts, C. J. and Kerr, Y. H. and Dedieu, G. and Kepner, W. G. and Shuttleworth, W. J. and Sorooshian, S.}, title = {A preliminary synthesis of major scientific results during the SALSA program}, journal = {Agricultural and Forest Meteorology}, volume = {105}, number = {1–3}, pages = {311–323}, DOI = {10.1016/S0168-1923(00)00179-9}, url = {https://doi.org/10.1016/S0168-1923(00)00179-9}, year = {2000}, type = {Journal Article} } @article{8443, author = {Chehbouni, A. and Nouvellon, Y. and Kerr, Y. H. and Moran, M. S. and Watts, C. and Prevot, L. and Goodrich, D. C. and Rambal, S.}, title = {Directional effect on radiative surface temperature measurements over a semiarid grassland site}, journal = {Remote Sensing of Environment}, volume = {76}, number = {3}, pages = {360–372}, DOI = {10.1016/S0034-4257(01)00183-3}, url = {https://doi.org/10.1016/S0034-4257(01)00183-3}, year = {2001}, type = {Journal Article} } @article{8482, author = {Chehbouni, A. and Nouvellon, Y. and Lhomme, J. P. and Watts, C. and Boulet, G. and Kerr, Y. H. and Moran, M. S. and Goodrich, D. C.}, title = {Estimation of surface sensible heat flux using dual angle observations of radiative surface temperature}, journal = {Agricultural and Forest Meteorology}, volume = {108}, number = {1}, pages = {55–65}, DOI = {10.1016/S0168-1923(01)00221-0}, url = {https://doi.org/10.1016/S0168-1923(01)00221-0}, year = {2001}, type = {Journal Article} } @misc{4065, author = {Chehbouni, A. G. and Nouvellon, Y. and Boulet, G. and Kerr, Y. and Watts, C. and Moran, M. S. and Goodrich, D.}, title = {Derivation of the energy balance components using dual angle observations of radiative surface temperature}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2602–2604}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.978102}, url = {https://doi.org/10.1109/IGARSS.2001.978102}, year = {2001}, type = {Conference Paper} } @misc{8053, author = {Chehbouni, A. G. and Watts, C. J. and Goodrich, D. C. and Moran, M. S. and Kerr, Y. and Dedieu, G. and Kepner, W. G. and Shuttleworth, W. J. and Sorooshian, S.}, title = {Some scientific results from the SALSA programme}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 267}, pages = {156–161}, month = {April 2000}, note = {READY}, DOI = {https://iahs.info/uploads/dms/iahs_267_0156.pdf}, url = {https://iahs.info/uploads/dms/iahs_267_0156.pdf}, year = {2000}, type = {Conference Paper} } @article{12102, author = {Chen, A. and Lantz, T. C. and Hermosilla, T. and Wulder, M. A.}, title = {Biophysical controls of increased tundra productivity in the western Canadian Arctic}, journal = {Remote Sensing of Environment}, volume = {258}, DOI = {10.1016/j.rse.2021.112358}, url = {https://doi.org/10.1016/j.rse.2021.112358}, year = {2021}, type = {Journal Article} } @article{9037, author = {Chen, C. and Knyazikhin, Y. and Park, T. and Yan, K. and Lyapustin, A.I. and Wang, Y. and Yang, B. and Myneni, R. B.}, title = {Prototyping of LAI and FPAR retrievals from MODIS Multi-Angle Implementation of Atmospheric Correction (MAIAC) data}, journal = {Remote Sensing}, volume = {9}, number = {4}, DOI = {10.3390/rs9040370}, url = {https://doi.org/10.3390/rs9040370}, year = {2017}, type = {Journal Article} } @article{12067, author = {Chen, C. and Li, D. and Li, Y. and Piao, S. and Wang, X. and Huang, M. and Gentine, P. and Nemani, R. R. and Myneni, R. B.}, title = {Biophysical impacts of Earth greening largely controlled by aerodynamic resistance}, journal = {Science Advances}, volume = {6}, number = {47}, DOI = {10.1126/sciadv.abb1981}, url = {https://doi.org/10.1126/sciadv.abb1981}, year = {2020}, type = {Journal Article} } @article{10844, author = {Chen, C. and Park, T. and Wang, X. and Piao, S. and Xu, B. and Chaturvedi, R. K. and Fuchs, R. and Brovkin, V. and Ciais, P. and Fensholt, R. and Tømmervik, H. and Bala, G. and Zhu, Z. and Nemani, R. R. and Myneni, R. B.}, title = {China and India lead in greening of the world through land-use management}, journal = {Nature Sustainability}, volume = {2}, number = {2}, pages = {122–129}, DOI = {10.1038/s41893-019-0220-7}, url = {https://doi.org/10.1038/s41893-019-0220-7}, year = {2019}, type = {Journal Article} } @misc{10073, author = {Chen, D. and Jackson, T. J. and Li, F. and Cosh, M. H. and Walthall, C. and Anderson, M.C.}, title = {Estimation of vegetation water content for corn and soybeans with a Normalized Difference Water Index (NDWI) using Landsat Thematic Mapper data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2853–2856}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1294609}, url = {https://doi.org/10.1109/IGARSS.2003.1294609}, year = {2003}, type = {Conference Paper} } @article{222, author = {Chen, G. and Hay, G. J. and Carvalho, L. M. T. and Wulder, M. A.}, title = {Object-based change detection}, journal = {International Journal of Remote Sensing}, volume = {33}, number = {14}, pages = {4434–4457}, DOI = {10.1080/01431161.2011.648285}, url = {https://doi.org/10.1080/01431161.2011.648285}, year = {2012}, type = {Journal Article} } @article{199, author = {Chen, G. and Wulder, M. A. and White, J. C. and Hilker, T. and Coops, N. C.}, title = {Lidar calibration and validation for geometric-optical modeling with Landsat imagery}, journal = {Remote Sensing of Environment}, volume = {124}, pages = {384–393}, DOI = {10.1016/j.rse.2012.05.026}, url = {https://doi.org/10.1016/j.rse.2012.05.026}, year = {2012}, type = {Journal Article} } @article{12220, author = {Chen, J. and John, R. and Shao, C. and Ouyang, Z. and Mack, E. A. and Henebry, G. M. and Dong, G. and Allington, G. R. H. and Pearson, A. L. and Zhao, F. and Roy, D. P. and Fan, P. and Shirkey, G. E. and Tian, L. and Kussainova, M. and Chen, J. and Reed, D. E. and Abraha, M.}, title = {Towards a single integrative metric on the dynamics of social-environmental systems}, journal = {Sustainability}, volume = {13}, number = {20}, DOI = {10.3390/su132011246}, url = {https://doi.org/10.3390/su132011246}, year = {2021}, type = {Journal Article} } @article{11512, author = {Chen, J. and Sciusco, P. and Ouyang, Z. and Zhang, R. and Henebry, G. M. and John, R. and Roy, D. P.}, title = {Linear downscaling from MODIS to Landsat—Connecting landscape composition with ecosystem functions}, journal = {Landscape Ecology}, volume = {34}, number = {12}, pages = {2917–2934}, DOI = {10.1007/s10980-019-00928-2}, url = {https://doi.org/10.1007/s10980-019-00928-2}, year = {2019}, type = {Journal Article} } @article{385, author = {Chen, J. and Zhu, X. and Vogelmann, J. E. and Gao, F. and Jin, S.}, title = {A simple and effective method for filling gaps in Landsat ETM+ SLC-off images}, journal = {Remote Sensing of Environment}, volume = {115}, number = {4}, pages = {1053–1064}, DOI = {10.1016/j.rse.2010.12.010}, url = {https://doi.org/10.1016/j.rse.2010.12.010}, year = {2011}, type = {Journal Article} } @article{12195, author = {Chen, S. and Woodcock, C. E. and Bullock, E. L. and Arévalo, P. and Torchinava, P. and Peng, S. and Olofsson, P.}, title = {Monitoring temperate forest degradation on Google Earth Engine using Landsat time series analysis}, journal = {Remote Sensing of Environment}, volume = {265}, DOI = {10.1016/j.rse.2021.112648}, url = {https://doi.org/10.1016/j.rse.2021.112648}, year = {2021}, type = {Journal Article} } @misc{2655, author = {Chen, Xin and Bindschadler, R.A. and Vornberger, Patricia L.}, title = {Preliminary determination of ice flow velocity in West Antarctica using high precision GPS measurements}, publisher = {Institute of Navigation}, volume = {Proceedings}, pages = {1853–1861}, month = {17–20 September 1996}, note = {READY}, year = {1996}, type = {Conference Paper} } @article{2642, author = {Chen, X. and Bindschadler, R. A. and Vornberger, P. L.}, title = {Determination of velocity field and strain-rate field in West Antarctica using high precision GPS measurements}, journal = {Surveying and Land Information Systems}, volume = {58}, number = {4}, pages = {247–255}, year = {1998}, type = {Journal Article} } @inbook{10958, author = {Chen, Xuexia and Giri, Chandra P. and Vogelmann, James E.}, title = {Land-cover change detection}, booktitle = {Remote sensing of land use and land cover—Principles and applications}, editor = {Giri, Chandra P.}, connective phrase = {Land-cover change detection}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, chapter = {chap. 11}, pages = {153–176}, DOI = {10.1201/b11964-14}, url = {https://doi.org/10.1201/b11964-14}, year = {2012}, type = {Book Section} } @article{406, author = {Chen, X. and Liu, S. and Zhu, Z. and Vogelmann, J. E. and Li, Z. and Ohlen, D.}, title = {Estimating aboveground forest biomass carbon and fire consumption in the U.S. Utah High Plateaus using data from the Forest Inventory and Analysis program, Landsat, and LANDFIRE}, journal = {Ecological Indicators}, volume = {11}, number = {1}, pages = {140–148}, DOI = {10.1016/j.ecolind.2009.03.013}, url = {https://doi.org/10.1016/j.ecolind.2009.03.013}, year = {2011}, type = {Journal Article} } @article{105, author = {Chen, X. and Vogelmann, J. E. and Chander, G. and Ji, L. and Tolk, B. and Huang, C. and Rollins, M.}, title = {Cross-sensor comparisons between Landsat 5 TM and IRS-P6 AWiFS and disturbance detection using integrated Landsat and AWiFS time-series images}, journal = {International Journal of Remote Sensing}, volume = {34}, number = {7}, pages = {2432–2453}, DOI = {10.1080/01431161.2012.743690}, url = {https://doi.org/10.1080/01431161.2012.743690}, year = {2013}, type = {Journal Article} } @article{314, author = {Chen, X. and Vogelmann, J. E. and Rollins, M. and Ohlen, D. and Key, C. H. and Yang, L. and Huang, C. and Shi, H.}, title = {Detecting post-fire burn severity and vegetation recovery using multitemporal remote sensing spectral indices and field-collected composite burn index data in a ponderosa pine forest}, journal = {International Journal of Remote Sensing}, volume = {32}, number = {23}, pages = {7905–7927}, DOI = {10.1080/01431161.2010.524678}, url = {https://doi.org/10.1080/01431161.2010.524678}, year = {2011}, type = {Journal Article} } @article{12330, author = {Chen, Y. and Haywood, J. and Wang, Y. and Malavelle, F. and Jordan, G. and Partridge, D. and Fieldsend, J. and De Leeuw, J. and Schmidt, A. and Cho, N. and Oreopoulos, L. and Platnick, S. and Grosvenor, D. and Field, P. and Lohmann, U.}, title = {Machine learning reveals climate forcing from aerosols is dominated by increased cloud cover}, journal = {Nature Geoscience}, volume = {15}, number = {8}, pages = {609–614}, abstract = {Aerosol–cloud interactions have a potentially large impact on climate but are poorly quantified and thus contribute a substantial and long-standing uncertainty in climate projections. The impacts derived from climate models are poorly constrained by observations because retrieving robust large-scale signals of aerosol–cloud interactions is frequently hampered by the considerable noise associated with meteorological co-variability. The 2014 Holuhraun effusive eruption in Iceland resulted in a massive aerosol plume in an otherwise near-pristine environment and thus provided an ideal natural experiment to quantify cloud responses to aerosol perturbations. Here we disentangle significant signals from the noise of meteorological co-variability using a satellite-based machine-learning approach. Our analysis shows that aerosols from the eruption increased cloud cover by approximately 10%, and this appears to be the leading cause of climate forcing, rather than cloud brightening as previously thought. We find that volcanic aerosols do brighten clouds by reducing droplet size, but this has a notably smaller radiative impact than changes in cloud fraction. These results add substantial observational constraints on the cooling impact of aerosols. Such constraints are critical for improving climate models, which still inadequately represent the complex macro-physical and microphysical impacts of aerosol–cloud interactions. © 2022, The Author(s), under exclusive licence to Springer Nature Limited.}, ISSN = {1752-0894 1752-0908}, DOI = {10.1038/s41561-022-00991-6}, url = {https://doi.org/10.1038/s41561-022-00991-6}, year = {2022}, type = {Journal Article} } @article{12368, author = {Chen, Y. and Haywood, J. and Wang, Y. and Malavelle, F. and Jordan, G. and Partridge, D. and Fieldsend, J. and De Leeuw, J. and Schmidt, A. and Cho, N. and Oreopoulos, L. and Platnick, S. and Grosvenor, D. and Field, P. and Lohmann, U.}, title = {Publisher Correction—Machine learning reveals climate forcing from aerosols is dominated by increased cloud cover (Nature Geoscience, (2022), 15, 8, (609-614), 10.1038/s41561-022-00991-6)}, journal = {Nature Geoscience}, abstract = {In the version of this article originally published, extraneous “(%)” symbols appeared in three x-axis labels in Fig. 2c. They have now been removed from the HTML and PDF versions of the figure. © The Author(s), under exclusive licence to Springer Nature Limited 2022.}, ISSN = {1752-0894 1752-0908}, DOI = {10.1038/s41561-022-01027-9}, url = {https://doi.org/10.1038/s41561-022-01027-9}, year = {2022}, type = {Journal Article} } @article{11059, author = {Chen, Y. and Sun, K. and Chen, C. and Bai, T. and Park, T. and Wang, W. and Nemani, R. R. and Myneni, R. B.}, title = {Generation and evaluation of LAI and FPAR products from Himawari-8 advanced Himawari imager (AHI) data}, journal = {Remote Sensing}, volume = {11}, number = {13}, DOI = {10.3390/rs11131517}, url = {https://doi.org/10.3390/rs11131517}, year = {2019}, type = {Journal Article} } @article{12163, author = {Chen, Y. and Sun, K. and Li, W. and Chen, C. and Li, P. and Bai, T. and Park, T. and Wang, W. and Nemani, R. R. and Myneni, R. B.}, title = {Prototyping of LAI and FPAR retrievals from GOES-16 Advanced Baseline Imager data using global optimizing algorithm}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {14}, pages = {6937–6950}, DOI = {10.1109/JSTARS.2021.3094647}, url = {https://doi.org/10.1109/JSTARS.2021.3094647}, year = {2021}, type = {Journal Article} } @article{8169, author = {Cheng, Y. B. and Zhang, Q. and Lyapustin, A. I. and Wang, Y. and Middleton, E. M.}, title = {Impacts of light use efficiency and fPAR parameterization on gross primary production modeling}, journal = {Agricultural and Forest Meteorology}, volume = {189–190}, pages = {187–197}, DOI = {10.1016/j.agrformet.2014.01.006}, url = {https://doi.org/10.1016/j.agrformet.2014.01.006}, year = {2014}, type = {Journal Article} } @misc{4744, author = {Chien, S. and Cichy, B. and Davies, A. and Tran, D. and Rabideau, G. and Castano, R. and Sherwood, R. and Nghiem, S. and Greeley, R. and Doggett, T. and Baker, V. and Dohm, J. and Ip, F. and Mandl, D. and Frye, S. and Shulman, S. and Unga, S. and Brakke, T. and Descloitres, J. and Jones, J. and Grosvenor, S. and Wright, R. and Flynn, L.P. and Harris, A. and Brakenridge, R. and Cacquard, S.}, title = {Autonomous response in an autonomous Earth observing sensorweb}, publisher = {European Space Agency}, volume = {ESA-SP 603}, pages = {325–331}, month = {5–8 September 2005}, note = {READY}, year = {2005}, type = {Conference Paper} } @misc{4708, author = {Chien, S. and Cichy, B. and Davies, A. and Tran, D. and Rabideau, G. and Castano, R. and Sherwood, R. and Nghiem, S. and Greeley, R. and Doggett, T. and Baker, V. and Dohm, J. and Ip, F. and Mandl, D. and Frye, S. and Shulman, S. and Ungar, S. and Brakke, T. and Descloitres, J. and Jones, J. and Grosvenor, S. and Wright, R. and Flynn, L.P. and Harris, A. and Brakenridge, R. and Cacquard, S.}, title = {An autonomous Earth observing sensorWeb}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3944–3951}, month = {10–12 October 2005}, note = {READY}, DOI = {10.1109/MIS.2005.40}, url = {https://doi.org/10.1109/MIS.2005.40}, year = {2005}, type = {Conference Paper} } @article{2397, author = {Chinea, J. D. and Helmer, E. H.}, title = {Diversity and composition of tropical secondary forests recovering from large-scale clearing—Results from the 1990 inventory in Puerto Rico}, journal = {Forest Ecology and Management}, volume = {180}, number = {1–3}, pages = {227–240}, DOI = {10.1016/S0378-1127(02)00565-0}, url = {https://doi.org/10.1016/S0378-1127(02)00565-0}, year = {2003}, type = {Journal Article} } @article{12162, author = {Cho, N. and Tan, J. and Oreopoulos, L.}, title = {Classifying planetary cloudiness with an updated set of modis cloud regimes}, journal = {Journal of Applied Meteorology and Climatology}, volume = {60}, number = {7}, pages = {981–997}, DOI = {10.1175/JAMC-D-20-0247.1}, url = {https://doi.org/10.1175/JAMC-D-20-0247.1}, year = {2021}, type = {Journal Article} } @article{2618, author = {Choi, H. and Bindschadler, R.A.}, title = {Cloud detection in Landsat imagery of ice sheets using shadow matching technique and automatic normalized difference snow index threshold value decision}, journal = {Remote Sensing of Environment}, volume = {91}, number = {2}, pages = {237–242}, DOI = {10.1016/j.rse.2004.03.007}, url = {https://doi.org/10.1016/j.rse.2004.03.007}, year = {2004}, type = {Journal Article} } @article{127, author = {Choi, M. and Jacobs, J. M. and Anderson, M. C. and Bosch, D. D.}, title = {Evaluation of drought indices via remotely sensed data with hydrological variables}, journal = {Journal of Hydrology}, volume = {476}, pages = {265–273}, DOI = {10.1016/j.jhydrol.2012.10.042}, url = {https://doi.org/10.1016/j.jhydrol.2012.10.042}, year = {2013}, type = {Journal Article} } @article{524, author = {Choi, M. and Kustas, W. P. and Anderson, M. C. and Allen, R. G. and Li, F. and Kjaersgaard, J. H.}, title = {An intercomparison of three remote sensing-based surface energy balance algorithms over a corn and soybean production region (Iowa, U.S.) during SMACEX}, journal = {Agricultural and Forest Meteorology}, volume = {149}, number = {12}, pages = {2082–2097}, DOI = {10.1016/j.agrformet.2009.07.002}, url = {https://doi.org/10.1016/j.agrformet.2009.07.002}, year = {2009}, type = {Journal Article} } @article{8841, author = {Choi, S. and Kempes, C. P. and Park, T. and Ganguly, S. and Wang, W. and Xu, L. and Basu, S. and Dungan, J. L. and Simard, M. and Saatchi, S. S. and Piao, S. and Ni, X. and Shi, Y. and Cao, C. and Nemani, R. R. and Knyazikhin, Y. and Myneni, R. B.}, title = {Application of the metabolic scaling theory and water–energy balance equation to model large-scale patterns of maximum forest canopy height}, journal = {Global Ecology and Biogeography}, volume = {25}, number = {12}, pages = {1428–1442}, DOI = {10.1111/geb.12503}, url = {https://doi.org/10.1111/geb.12503}, year = {2016}, type = {Journal Article} } @article{2244, author = {Choi, S. and Ni, X. and Shi, Y. and Ganguly, S. and Zhang, G. and Duong, H. V. and Lefsky, M. A. and Simard, M. and Saatchi, S. S. and Lee, S. and Ni-Meister, W. and Piao, S. and Cao, C. and Nemani, R. R. and Myneni, R. B.}, title = {Allometric scaling and resource limitations model of tree heights—Part 2. Site based testing of the model}, journal = {Remote Sensing}, volume = {5}, number = {1}, pages = {202–223}, DOI = {10.3390/rs5010202}, url = {https://doi.org/10.3390/rs5010202}, year = {2013}, type = {Journal Article} } @article{281, author = {Chopping, M. and North, M. and Chen, J. and Schaaf, C. B. and Blair, J. B. and Martonchik, J. V. and Bull, M. A.}, title = {Forest canopy cover and height from MISR in topographically complex southwestern US landscapes assessed with high quality reference data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {5}, number = {1}, pages = {44–58}, DOI = {10.1109/JSTARS.2012.2184270}, url = {https://doi.org/10.1109/JSTARS.2012.2184270}, year = {2012}, type = {Journal Article} } @article{327, author = {Chopping, M. and Schaaf, C. B. and Zhao, F. and Wang, Z. and Nolin, A. W. and Moisen, G. G. and Martonchik, J. V. and Bull, M.}, title = {Forest structure and aboveground biomass in the southwestern United States from MODIS and MISR}, journal = {Remote Sensing of Environment}, volume = {115}, number = {11}, pages = {2943–2953}, DOI = {10.1016/j.rse.2010.08.031}, url = {https://doi.org/10.1016/j.rse.2010.08.031}, year = {2011}, type = {Journal Article} } @article{12248, author = {Chopping, M. and Wang, Z. and Schaaf, C. and Bull, M. A. and Duchesne, R. R.}, title = {Forest aboveground biomass in the southwestern United States from a MISR multi-angle index, 2000–2015}, journal = {Remote Sensing of Environment}, volume = {275}, abstract = {Multi-angle surface reflectance data from the NASA Jet Propulsion Laboratory Multi-angle Imaging Spectro-Radiometer (MISR) were used to map aboveground biomass density (AGB, Mg ha−1) in the forests of the southwestern United States inter-annually from 2000 to 2015. The approach uses a multi-angle index that has a loge relationship with AGB estimates in the National Biomass and Carbon Dataset 2000 (NBCD 2000). MISR Level 1B2 Terrain radiance data from May 15–June 15 of each year were converted to mapped surface bidirectional reflectance factors (BRFs) and leveraged to adjust the kernel weights of the RossThin-LiSparse-Reciprocal Bidirectional Reflectance Distribution Function (BRDF) model. The kernel weights with the lowest model-fitting RMSE were selected as the least likely to be cloud-contaminated and were used to generate synthetic MISR datasets. An optimal index calculated using BRFs modeled in the solar principal plane was found with respect to NBCD 2000 estimates for 19 sites near Mt. Lindsey, Colorado. These relationships were found in areas with AGB ranging from 20 to 190 Mg ha−1, with the model yielding R2 = 0.91 (RMSE: 15.4 Mg ha−1). With spectral-nadir metrics, the R2 values obtained were 0.07, 0.32, and 0.37 for NIR band BRFs, NDVI, and red band BRFs, respectively. For regional application, a simplified single coefficient model was fitted to the NBCD 2000 data, to account for variations in forest type, soils, and topography. The resulting AGB maps were consistent with estimates from up-scaled 2005 ICESat GLAS data and 2013 NASA Carbon Monitoring System airborne lidar-derived estimates for the Rim Fire area in California; and with the 2005 GLAS-based map across the southwestern United States. Trajectories were stable through time and losses from fire and beetle disturbance matched historical data in published sources. MISR estimates were found to reliably capture ABG compared to radar- and lidar-derived estimates across the southwestern United States (N = 11,019,944), with an RMSE of 37.0 Mg ha−1 and R2 = 0.9 vs GLAS estimates. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.112964}, url = {https://doi.org/10.1016/j.rse.2022.112964}, year = {2022}, type = {Journal Article} } @article{3656, author = {Chowdhury, S. and Chao, D. K. and Shipman, T. C. and Wulder, M. A.}, title = {Utilization of Landsat data to quantify land-use and land-cover changes related to oil and gas activities in West-Central Alberta from 2005 to 2013}, journal = {GIScience and Remote Sensing}, volume = {54}, pages = {1–21}, DOI = {10.1080/15481603.2017.1317453}, url = {https://doi.org/10.1080/15481603.2017.1317453}, year = {2017}, type = {Journal Article} } @article{10982, author = {Chowdhury, S. and Dey, S. and Di Girolamo, L. and Smith, K. R. and Pillarisetti, A. and Lyapustin, A.}, title = {Tracking ambient PM 2.5 build-up in Delhi national capital region during the dry season over 15 years using a high-resolution (1 km) satellite aerosol dataset}, journal = {Atmospheric Environment}, volume = {204}, pages = {142–150}, DOI = {10.1016/j.atmosenv.2019.02.029}, url = {https://doi.org/10.1016/j.atmosenv.2019.02.029}, year = {2019}, type = {Journal Article} } @article{12035, author = {Chowdhury, S. and Peddle, D. R. and Wulder, M. A. and Heckbert, S. and Shipman, T. C. and Chao, D. K.}, title = {Estimation of land-use/land-cover changes associated with energy footprints and other disturbance agents in the Upper Peace Region of Alberta Canada from 1985 to 2015 using Landsat data}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {94}, DOI = {10.1016/j.jag.2020.102224}, url = {https://doi.org/10.1016/j.jag.2020.102224}, year = {2021}, type = {Journal Article} } @misc{10873, author = {Chrisp, M. P. and Lockwood, R. B. and Smith, M. A. and Holtsberg, C. and Balonek, G. and Thome, K. J. and Babu, S. R. and Ghuman, P.}, title = {A novel imaging spectrometer form for the solar reflective spectral range for size, weight, and power limited applications}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10780}, month = {24–26 September 2018}, note = {READY}, DOI = {10.1117/12.2324453}, url = {https://doi.org/10.1117/12.2324453}, year = {2018}, type = {Conference Paper} } @article{3211, author = {Christ, A. J. and Talaia-Murray, M. and Elking, N. and Domack, E. W. and Leventer, A. and Lavoie, C. and Brachfeld, S. and Yoo, K. C. and Gilbert, R. and Jeong, S. M. and Petrushak, S. and Wellner, J. and Balco, G. and Brachfeld, S. and de Batist, M. and Domack, E. and Gordon, A. and Haran, A. and Henriet, J. 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I. and Ruff, S. W. and Smith, M. D. and Titus, T. N. and Wyatt, M. B.}, title = {Morphology and composition of the surface of Mars—Mars Odyssey THEMIS results}, journal = {Science}, volume = {300}, number = {5628}, pages = {2056–2061}, DOI = {10.1126/science.1080885}, url = {https://doi.org/10.1126/science.1080885}, year = {2003}, type = {Journal Article} } @article{8523, author = {Christensen, P. R. and Bandfield, J. L. and Hamilton, V. E. and Ruff, S. W. and Kieffer, H. H. and Titus, T. N. and Malin, M. C. and Morris, R. V. and Lane, M. D. and Clark, R. L. and Jakosky, B. M. and Mellon, M. T. and Pearl, J. C. and Conrath, B. J. and Smith, M. D. and Clancy, R. T. and Kuzmin, R. O. and Roush, T. and Mehall, G. 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E.}, title = {Erratum—Evidence for magmatic evolution and diversity on Mars from infrared observations (Nature (July 6, 2005) 436 (504-509) doi—10.1038/nature03639)}, journal = {Nature}, volume = {436}, number = {7052}, pages = {882–882}, DOI = {10.1038/nature04075}, url = {https://doi.org/10.1038/nature04075}, year = {2005}, type = {Journal Article} } @article{8576, author = {Christensen, P. R. and McSween Jr, H. Y. and Bandfield, J. L. and Ruff, S. W. and Rogers, A. D. and Hamilton, V. E. and Gorelick, N.S. and Wyatt, M. B. and Jakosky, B. M. and Kieffer, H. H. and Malin, M. C. and Moersch, J. E.}, title = {Evidence for magmatic evolution and diversity on Mars from infrared observations}, journal = {Nature}, volume = {436}, number = {7050}, pages = {504–509}, DOI = {10.1038/nature03639}, url = {https://doi.org/10.1038/nature03639}, year = {2005}, type = {Journal Article} } @article{8531, author = {Christensen, P. R. and Mehall, G. L. and Silverman, S. H. and Anwar, S. and Cannon, G. and Gorelick, N.S. and Kheen, R. and Tourville, T. and Bates, D. and Ferry, S. and Fortuna, T. and Jeffryes, J. and O'Donnell, W. and Peralta, R. and Wolverton, T. and Blancy, D. and Denise, R. and Rademacher, J. and Morris, R. V. and Squyres, S.}, title = {Miniature Thermal Emission Spectrometer for the Mars Exploration Rovers}, journal = {Journal of Geophysical Research Planets}, volume = {108}, number = {12}, pages = {ROV 5–1 – ROV 5–23}, DOI = {10.1029/2003je002117}, url = {https://doi.org/10.1029/2003je002117}, year = {2003}, type = {Journal Article} } @article{8256, author = {Christensen, P. R. and Ruff, S. W. and Fergason, R. and Gorelick, N.S. and Jakosky, B. M. and Lane, M. D. and McEwen, A. S. and McSween, H. Y. and Mehall, G. L. and Milam, K. and Moersch, J. E. and Pelkey, S. M. and Rogers, A. D. and Wyatt, M. B.}, title = {Mars Exploration Rover candidate landing sites as viewed by THEMIS}, journal = {Icarus}, volume = {176}, number = {1}, pages = {12–43}, DOI = {10.1016/j.icarus.2005.01.004}, url = {https://doi.org/10.1016/j.icarus.2005.01.004}, year = {2005}, type = {Journal Article} } @article{8879, author = {Christensen, P. R. and Ruff, S. W. and Fergason, R. L. and Knudson, A. T. and Anwar, S. and Arvidson, R. E. and Bandfield, J. L. and Blaney, D. L. and Budney, C. and Calvin, W. M. and Glotch, T. D. and Golombek, M. P. and Gorelick, N.S. and Graff, T. G. and Hamilton, V. E. and Hayes, A. and Johnson, J. R. and McSween Jr, H. Y. and Mehall, G. L. and Mehall, L. K. and Moersch, J. E. and Morris, R. V. and Rogers, A. D. and Smith, M. D. and Squyres, S. W. and Wolff, M. J. and Wyatt, M. B.}, title = {Initial results from the Mini-TES experiment in Gusev crater from the Spirit rover}, journal = {Science}, volume = {305}, number = {5685}, pages = {837–842}, DOI = {10.1126/science.1100564}, url = {https://doi.org/10.1126/science.1100564}, year = {2004}, type = {Journal Article} } @article{8880, author = {Christensen, P. R. and Wyatt, M. B. and Glotch, T. D. and Rogers, A. D. and Anwar, S. and Arvidson, R. E. and Bandfield, J. L. and Blaney, D. L. and Budney, C. and Calvin, W. M. and Fallacaro, A. and Fergason, R. L. and Gorelick, N.S. and Graff, T. G. and Hamilton, V. E. and Hayes, A. G. and Johnson, J. R. and Knudson, A. T. and McSween Jr, H. Y. and Mehall, G. L. and Mehall, L. K. and Moersch, J. E. and Morris, R. V. and Smith, M. D. and Squyres, S. W. and Ruff, S. W. and Wolff, M. J.}, title = {Mineralogy at Meridiani Planum from the Mini-TES experiment on the opportunity rover}, journal = {Science}, volume = {306}, number = {5702}, pages = {1733–1739}, DOI = {10.1126/science.1104909}, url = {https://doi.org/10.1126/science.1104909}, year = {2004}, type = {Journal Article} } @article{8172, author = {Christian, B. and Joshi, N. and Saini, M. and Mehta, N. and Goroshi, S. and Nidamanuri, R. R. and Thenkabail, P.S. and Desai, A. R. and Krishnayya, N. S. R.}, title = {Seasonal variations in phenology and productivity of a tropical dry deciduous forest from MODIS and Hyperion}, journal = {Agricultural and Forest Meteorology}, volume = {214–215}, pages = {91–105}, DOI = {10.1016/j.agrformet.2015.08.246}, url = {https://doi.org/10.1016/j.agrformet.2015.08.246}, year = {2015}, type = {Journal Article} } @article{8086, author = {Christianson, K. and Bushuk, M. and Dutrieux, P. and Parizek, B. R. and Joughin, I. R. and Alley, R. B. and Shean, D. E. and Abrahamsen, E. P. and Anandakrishnan, S. and Heywood, K. J. and Kim, T. W. and Lee, S. H. and Nicholls, K. and Stanton, T. and Truffer, M. and Webber, B. G. M. and Jenkins, A. and Jacobs, S. and Bindschadler, R.A. and Holland, D. M.}, title = {Sensitivity of Pine Island Glacier to observed ocean forcing}, journal = {Geophysical Research Letters}, volume = {43}, number = {20}, pages = {10817–10825}, DOI = {10.1002/2016GL070500}, url = {https://doi.org/10.1002/2016GL070500}, year = {2016}, type = {Journal Article} } @article{10782, author = {Chrysoulakis, N. and Mitraka, Z. and Gorelick, N.S.}, title = {Exploiting satellite observations for global surface albedo trends monitoring}, journal = {Theoretical and Applied Climatology}, volume = {137}, number = {1–2}, pages = {1171–1179}, DOI = {10.1007/s00704-018-2663-6}, url = {https://doi.org/10.1007/s00704-018-2663-6}, year = {2019}, type = {Journal Article} } @article{906, author = {Chubey, M. S. and Franklin, S. E. and Wulder, M. 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A.}, title = {Breaking the Habit(at)}, journal = {Trends in Ecology and Evolution}, volume = {34}, number = {7}, pages = {585–587}, DOI = {10.1016/j.tree.2019.04.013}, url = {https://doi.org/10.1016/j.tree.2019.04.013}, year = {2019}, type = {Journal Article} } @article{1042, author = {Coops, N. C. and Wulder, M. A. and Culvenor, D. S. and St-Onge, B.}, title = {Comparison of forest attributes extracted from fine spatial resolution multispectral and lidar data}, journal = {Canadian Journal of Remote Sensing}, volume = {30}, number = {6}, pages = {855–866}, DOI = {10.5589/m04-045}, url = {https://doi.org/10.5589/m04-045}, year = {2004}, type = {Journal Article} } @article{686, author = {Coops, N. C. and Wulder, M. A. and Duro, D. C. and Han, T. and Berry, S.}, title = {The development of a Canadian dynamic habitat index using multi-temporal satellite estimates of canopy light absorbance}, journal = {Ecological Indicators}, volume = {8}, number = {5}, pages = {754–766}, DOI = {10.1016/j.ecolind.2008.01.007}, url = {https://doi.org/10.1016/j.ecolind.2008.01.007}, year = {2008}, type = {Journal Article} } @article{574, author = {Coops, N. C. and Wulder, M. A. and Iwanicka, D.}, title = {Demonstration of a satellite-based index to monitor habitat at continental-scales}, journal = {Ecological Indicators}, volume = {9}, number = {5}, pages = {948–958}, DOI = {10.1016/j.ecolind.2008.11.003}, url = {https://doi.org/10.1016/j.ecolind.2008.11.003}, year = {2009}, type = {Journal Article} } @article{614, author = {Coops, N. C. and Wulder, M. A. and Iwanicka, D.}, title = {An environmental domain classification of Canada using earth observation data for biodiversity assessment}, journal = {Ecological Informatics}, volume = {4}, number = {1}, pages = {8–22}, DOI = {10.1016/j.ecoinf.2008.09.005}, url = {https://doi.org/10.1016/j.ecoinf.2008.09.005}, year = {2009}, type = {Journal Article} } @article{602, author = {Coops, N. C. and Wulder, M. A. and Iwanicka, D.}, title = {Exploring the relative importance of satellite-derived descriptors of production, topography and land cover for predicting breeding bird species richness over Ontario, Canada}, journal = {Remote Sensing of Environment}, volume = {113}, number = {3}, pages = {668–679}, DOI = {10.1016/j.rse.2008.11.012}, url = {https://doi.org/10.1016/j.rse.2008.11.012}, year = {2009}, type = {Journal Article} } @article{592, author = {Coops, N. C. and Wulder, M. A. and Iwanicka, D.}, title = {Large area monitoring with a MODIS-based Disturbance Index (DI) sensitive to annual and seasonal variations}, journal = {Remote Sensing of Environment}, volume = {113}, number = {6}, pages = {1250–1261}, DOI = {10.1016/j.rse.2009.02.015}, url = {https://doi.org/10.1016/j.rse.2009.02.015}, year = {2009}, type = {Journal Article} } @article{232, author = {Coops, N. C. and Wulder, M. A. and Waring, R. H.}, title = {Modeling lodgepole and jack pine vulnerability to mountain pine beetle expansion into the western Canadian boreal forest}, journal = {Forest Ecology and Management}, volume = {274}, pages = {161–171}, DOI = {10.1016/j.foreco.2012.02.011}, url = {https://doi.org/10.1016/j.foreco.2012.02.011}, year = {2012}, type = {Journal Article} } @article{863, author = {Coops, N. C. and Wulder, M. A. and White, J. C.}, title = {Integrating remotely sensed and ancillary data sources to characterize a mountain pine beetle infestation}, journal = {Remote Sensing of Environment}, volume = {105}, number = {2}, pages = {83–97}, DOI = {10.1016/j.rse.2006.06.007}, url = {https://doi.org/10.1016/j.rse.2006.06.007}, year = {2006}, type = {Journal Article} } @article{10855, author = {Copass, C. and Antonova, N. and Kennedy, R.}, title = {Comparison of office and field techniques for validating landscape change classification in pacific Northwest national parks}, journal = {Remote Sensing}, volume = {11}, number = {1}, DOI = {10.3390/rs11010003}, url = {https://doi.org/10.3390/rs11010003}, year = {2019}, type = {Journal Article} } @article{9230, author = {Copenheaver, C. A. and Crawford, C. J. and Fearer, T. M.}, title = {Age-specific responses to climate identified in the growth of Quercus alba}, journal = {Trees - Structure and Function}, volume = {25}, number = {4}, pages = {647–653}, DOI = {10.1007/s00468-011-0541-2}, url = {https://doi.org/10.1007/s00468-011-0541-2}, year = {2011}, type = {Journal Article} } @article{8313, author = {Corbelle-Rico, E. and Butsic, V. and Enríquez-García, M. J. and Radeloff, V. C.}, title = {Technology or policy? Drivers of land cover change in northwestern Spain before and after the accession to European Economic Community}, journal = {Land Use Policy}, volume = {45}, pages = {18–25}, DOI = {10.1016/j.landusepol.2015.01.004}, url = {https://doi.org/10.1016/j.landusepol.2015.01.004}, year = {2015}, type = {Journal Article} } @misc{3383, author = {Corp, L. A. and Cook, B. D. and McCorkel, J.T. and Middleton, E. M.}, title = {Data products of NASA Goddard's LiDAR, Hyperspectral, and Thermal airborne imager (G-LiHT)}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9482}, month = {20–23 April 2015}, note = {READY}, DOI = {10.1117/12.2177083}, url = {https://doi.org/10.1117/12.2177083}, year = {2015}, type = {Conference Paper} } @misc{4894, author = {Cosh, M. H. and Jackson, T. J. and Moran, M. S. and Bindlish, R.}, title = {Surface soil moisture temporal persistence and stability in a semi-arid watershed}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1724–1727}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.446}, url = {https://doi.org/10.1109/IGARSS.2006.446}, year = {2006}, type = {Conference Paper} } @article{8338, author = {Cosh, M. H. and Jackson, T. J. and Moran, M. S. and Bindlish, R.}, title = {Temporal persistence and stability of surface soil moisture in a semi-arid watershed}, journal = {Remote Sensing of Environment}, volume = {112}, number = {2}, pages = {304–313}, DOI = {10.1016/j.rse.2007.07.001}, url = {https://doi.org/10.1016/j.rse.2007.07.001}, year = {2008}, type = {Journal Article} } @article{3445, author = {Coulston, J. W. and Blinn, C. E. and Thomas, V. A. and Wynne, R. H.}, title = {Approximating prediction uncertainty for random forest regression models}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {82}, number = {3}, pages = {189–197}, DOI = {10.14358/PERS.82.3.189}, url = {https://doi.org/10.14358/PERS.82.3.189}, year = {2016}, type = {Journal Article} } @article{220, author = {Coulston, J. W. and Moisen, G. G. and Wilson, B. T. and Finco, M. V. and Cohen, W. B. and Brewer, C. K.}, title = {Modeling percent tree canopy cover—A pilot study}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {78}, number = {7}, pages = {715–727}, DOI = {10.14358/PERS.78.7.715}, url = {https://doi.org/10.14358/PERS.78.7.715}, year = {2012}, type = {Journal Article} } @article{11846, author = {Coutu, S. and Becker-Reshef, I. and Whitcraft, A. K. and Justice, C.}, title = {Food security—Underpin with public and private data sharing}, journal = {Nature}, volume = {578}, number = {7796}, pages = {515–515}, DOI = {10.1038/d41586-020-00241-y}, url = {https://doi.org/10.1038/d41586-020-00241-y}, year = {2020}, type = {Journal Article} } @article{2717, author = {Coward, S. N. and Williams, D.L.}, title = {Landsat and earth systems science—Development of terrestrial monitoring}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {63}, number = {7}, pages = {887–900}, DOI = {https://www.asprs.org/wp-content/uploads/pers/1997journal/jul/1997_jul_887-900.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/1997journal/jul/1997_jul_887-900.pdf}, year = {1997}, type = {Journal Article} } @article{3736, author = {Crago, R. and Qualls, R. and Szilagyi, J. and Huntington, J.L.}, title = {Reply to comment by Ma and Zhang on “Rescaling the complementary relationship for land surface evaporation”}, journal = {Water Resources Research}, volume = {53}, number = {7}, pages = {6343–6344}, DOI = {10.1002/2017WR021021}, url = {https://doi.org/10.1002/2017WR021021}, year = {2017}, type = {Journal Article} } @article{3596, author = {Crago, R. and Szilagyi, J. and Qualls, R. and Huntington, J.L.}, title = {Rescaling the complementary relationship for land surface evaporation}, journal = {Water Resources Research}, volume = {52}, number = {11}, pages = {8461–8471}, DOI = {10.1002/2016WR019753}, url = {https://doi.org/10.1002/2016WR019753}, year = {2016}, type = {Journal Article} } @article{9215, author = {Crawford, C.J.}, title = {Do high-elevation northern red oak tree-rings share a common climate-driven growth signal?}, journal = {Arctic, Antarctic, and Alpine Research}, volume = {44}, number = {1}, pages = {26–35}, DOI = {10.1657/1938-4246-44.1.26}, url = {https://doi.org/10.1657/1938-4246-44.1.26}, year = {2012}, type = {Journal Article} } @article{9156, author = {Crawford, C. J.}, title = {MODIS Terra Collection 6 fractional snow cover validation in mountainous terrain during spring snowmelt using Landsat TM and ETM+}, journal = {Hydrological Processes}, volume = {29}, number = {1}, pages = {128–138}, DOI = {10.1002/hyp.10134}, url = {https://doi.org/10.1002/hyp.10134}, year = {2015}, type = {Journal Article} } @article{9154, author = {Crawford, C. J. and Griffin, D. and Kipfmueller, K. F.}, title = {Capturing season-specific precipitation signals in the northern Rocky Mountains, USA, using earlywood and latewood tree rings}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {120}, number = {3}, pages = {428–440}, DOI = {10.1002/2014JG002740}, url = {https://doi.org/10.1002/2014JG002740}, year = {2015}, type = {Journal Article} } @article{9252, author = {Crawford, C. J. and Kennedy, L. M.}, title = {Spatial and temporal patterns of tree encroachment into a southern appalachian grass/heath bald using tree rings}, journal = {Natural Areas Journal}, volume = {29}, number = {4}, pages = {367–375}, DOI = {10.3375/043.029.0403}, url = {https://doi.org/10.3375/043.029.0403}, year = {2009}, type = {Journal Article} } @article{9185, author = {Crawford, C. J. and Manson, S. M. and Bauer, M. E. and Hall, D. K.}, title = {Multitemporal snow cover mapping in mountainous terrain for Landsat climate data record development}, journal = {Remote Sensing of Environment}, volume = {135}, pages = {224–233}, DOI = {10.1016/j.rse.2013.04.004}, url = {https://doi.org/10.1016/j.rse.2013.04.004}, year = {2013}, type = {Journal Article} } @article{10977, author = {Crawford, C. J. and Van Den Bosch, J. and Brunt, K. M. and Hom, M. G. and Cooper, J. W. and Harding, D. J. and Butler, J. J. and Dabney, P. W. and Neumann, T. A. and Cleckner, C. S. and Markus, T.}, title = {Radiometric calibration of a non-imaging airborne spectrometer to measure the Greenland ice sheet surface}, journal = {Atmospheric Measurement Techniques}, volume = {12}, number = {3}, pages = {1913–1933}, DOI = {10.5194/amt-12-1913-2019}, url = {https://doi.org/10.5194/amt-12-1913-2019}, year = {2019}, type = {Journal Article} } @article{12321, author = {Crawford, C. L. and Yin, H. and Radeloff, V. C. and Wilcove, D. S.}, title = {Rural land abandonment is too ephemeral to provide major benefits for biodiversity and climate}, journal = {Science Advances}, volume = {8}, number = {21}, abstract = {Hundreds of millions of hectares of cropland have been abandoned globally since 1950 due to demographic, economic, and environmental changes. This abandonment has been seen as an important opportunity for carbon sequestration and habitat restoration; yet those benefits depend on the persistence of abandonment, which is poorly known. Here, we track abandonment and recultivation at 11 sites across four continents using annual land-cover maps for 1987-2017. We find that abandonment is largely fleeting, lasting on average only 14.22 years (SD = 1.44). At most sites, we project that >50% of abandoned croplands will be recultivated within 30 years, precluding the accumulation of substantial amounts of carbon and biodiversity. Recultivation resulted in 30.84% less abandonment and 35.39% less carbon accumulated by 2017 than expected without recultivation. Unless policymakers take steps to reduce recultivation or provide incentives for regeneration, abandonment will remain a missed opportunity to reduce biodiversity loss and climate change.}, DOI = {10.1126/sciadv.abm8999}, url = {https://doi.org/10.1126/sciadv.abm8999}, year = {2022}, type = {Journal Article} } @article{121, author = {Cristóbal, J. and Anderson, M. C.}, title = {Validation of a Meteosat Second Generation solar radiation dataset over the northeastern Iberian Peninsula}, journal = {Hydrology and Earth System Sciences}, volume = {17}, number = {1}, pages = {163–175}, DOI = {10.5194/hess-17-163-2013}, url = {https://doi.org/10.5194/hess-17-163-2013}, year = {2013}, type = {Journal Article} } @article{12084, author = {Cristóbal, J. and Prakash, A. and Anderson, M. C. and Kustas, W. P. and Alfieri, J. G. and Gens, R.}, title = {Surface energy flux estimation in two boreal settings in alaska using a thermal-based remote sensing model}, journal = {Remote Sensing}, volume = {12}, number = {24}, DOI = {10.3390/rs12244108}, url = {https://doi.org/10.3390/rs12244108}, year = {2020}, type = {Journal Article} } @article{3642, author = {Cristóbal, J. and Prakash, A. and Anderson, M. C. and Kustas, W. P. and Euskirchen, E. S. and Kane, D. L.}, title = {Estimation of surface energy fluxes in the Arctic tundra using the remote sensing thermal-based Two-Source Energy Balance model}, journal = {Hydrology and Earth System Sciences}, volume = {21}, number = {3}, pages = {1339–1358}, DOI = {10.5194/hess-21-1339-2017}, url = {https://doi.org/10.5194/hess-21-1339-2017}, year = {2017}, type = {Journal Article} } @article{12045, author = {Crocetti, L. and Forkel, M. and Fischer, M. and Jurečka, F. and Grlj, A. and Salentinig, A. and Trnka, M. and Anderson, M. and Ng, W. T. and Kokalj, Ž and Bucur, A. and Dorigo, W.}, title = {Earth Observation for agricultural drought monitoring in the Pannonian Basin (southeastern Europe)—Current state and future directions}, journal = {Regional Environmental Change}, volume = {20}, number = {4}, DOI = {10.1007/s10113-020-01710-w}, url = {https://doi.org/10.1007/s10113-020-01710-w}, year = {2020}, type = {Journal Article} } @misc{661, author = {Croke, J. C. and Purvis-Smith, D. and Thompson, C. J. and Lymburner, L.}, title = {The effect of local-scale valley constrictions on flood inundation and catchment-scale sediment delivery in the Fitzroy River Basin, Australia}, publisher = {International Association of Hydrological Sciences}, volume = {Sediment dynamics in changing environments, Proceedings}, pages = {200–207}, month = {1–5 December 2008}, note = {READY}, DOI = {http://iahs.info/uploads/dms/14514.31-200-207-25-325-Croke.pdf}, url = {http://iahs.info/uploads/dms/14514.31-200-207-25-325-Croke.pdf}, year = {2008}, type = {Conference Paper} } @misc{10999, author = {Cross, M. and Scambos, T.}, title = {Tropical forest tree species classification using meter-scale image data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8999–9002}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8517738}, url = {https://doi.org/10.1109/IGARSS.2018.8517738}, year = {2018}, type = {Conference Paper} } @article{11067, author = {Cross, M. and Scambos, T. and Pacifici, F. and Vargas-Ramirez, O. and Moreno-Sanchez, R. and Marshall, W.}, title = {Classification of tropical forest tree species using meter-scale image data}, journal = {Remote Sensing}, volume = {11}, number = {12}, DOI = {10.3390/rs11121411}, url = {https://doi.org/10.3390/rs11121411}, year = {2019}, type = {Journal Article} } @article{11141, author = {Cross, M. D. and Scambos, T. and Pacifici, F. and Marshall, W. E.}, title = {Determining effective meter-scale image data and spectral vegetation indices for tropical forest tree species differentiation}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {12}, number = {8}, pages = {2934–2943}, DOI = {10.1109/JSTARS.2019.2918487}, url = {https://doi.org/10.1109/JSTARS.2019.2918487}, year = {2019}, type = {Journal Article} } @article{8638, author = {Cross, M. D. and Scambos, T. A. and Pacifici, F. and Marshall, W. E.}, title = {Validating the use of metre-scale multi-spectral satellite image data for identifying tropical forest tree species}, journal = {International Journal of Remote Sensing}, volume = {39}, number = {11}, pages = {3723–3752}, DOI = {10.1080/01431161.2018.1448482}, url = {https://doi.org/10.1080/01431161.2018.1448482}, year = {2018}, type = {Journal Article} } @article{12060, author = {Crossley, M. S. and Burke, K. D. and Schoville, S. D. and Radeloff, V. C.}, title = {Recent collapse of crop belts and declining diversity of US agriculture since 1840}, journal = {Global Change Biology}, volume = {27}, number = {1}, pages = {151–164}, DOI = {10.1111/gcb.15396}, url = {https://doi.org/10.1111/gcb.15396}, year = {2021}, type = {Journal Article} } @article{12042, author = {Crow, W. T. and Gomez, C. A. and Sabater, J. M. and Holmes, T. and Hain, C. R. and Lei, F. and Dong, J. and Alfieri, J. G. and Anderson, M. C.}, title = {Soil moisture–evapotranspiration overcoupling and l-band brightness temperature assimilation—Sources and forecast implications}, journal = {Journal of Hydrometeorology}, volume = {21}, number = {10}, pages = {2359–2374}, DOI = {10.1175/JHM-D-20-0088.1}, url = {https://doi.org/10.1175/JHM-D-20-0088.1}, year = {2020}, type = {Journal Article} } @article{3675, author = {Crow, W. T. and Han, E. and Ryu, D. and Hain, C. R. and Anderson, M. C.}, title = {Estimating annual water storage variations in medium-scale (2000-10000km2) basins using microwave-based soil moisture retrievals}, journal = {Hydrology and Earth System Sciences}, volume = {21}, number = {3}, pages = {1849–1862}, DOI = {10.5194/hess-21-1849-2017}, url = {https://doi.org/10.5194/hess-21-1849-2017}, year = {2017}, type = {Journal Article} } @article{3400, author = {Crow, W. T. and Lei, F. and Hain, C. and Anderson, M. C. and Scott, R. L. and Billesbach, D. and Arkebauer, T.}, title = {Robust estimates of soil moisture and latent heat flux coupling strength obtained from triple collocation}, journal = {Geophysical Research Letters}, volume = {42}, number = {20}, pages = {8415–8423}, DOI = {10.1002/2015GL065929}, url = {https://doi.org/10.1002/2015GL065929}, year = {2015}, type = {Journal Article} } @article{11081, author = {Crowley, M. A. and Cardille, J. A. and White, J. C. and Wulder, M. A.}, title = {Generating intra-year metrics of wildfire progression using multiple open-access satellite data streams}, journal = {Remote Sensing of Environment}, volume = {232}, DOI = {10.1016/j.rse.2019.111295}, url = {https://doi.org/10.1016/j.rse.2019.111295}, year = {2019}, type = {Journal Article} } @article{11093, author = {Crowley, M. A. and Cardille, J. A. and White, J. C. and Wulder, M. A.}, title = {Multi-sensor, multi-scale, Bayesian data synthesis for mapping within-year wildfire progression}, journal = {Remote Sensing Letters}, volume = {10}, number = {3}, pages = {302–311}, DOI = {10.1080/2150704X.2018.1536300}, url = {https://doi.org/10.1080/2150704X.2018.1536300}, year = {2019}, type = {Journal Article} } @article{12419, author = {Crowley, M. A. and Stockdale, C. A. and Johnston, J. M. and Wulder, M. A. and Liu, T. and McCarty, J. L. and Rieb, J. T. and Cardille, J. A. and White, J. C.}, title = {Towards a whole-system framework for wildfire monitoring using Earth observations}, journal = {Global Change Biology}, abstract = {Fire seasons have become increasingly variable and extreme due to changing climatological, ecological, and social conditions. Earth observation data are critical for monitoring fires and their impacts. Herein, we present a whole-system framework for identifying and synthesizing fire monitoring objectives and data needs throughout the life cycle of a fire event. The four stages of fire monitoring using Earth observation data include the following: (1) pre-fire vegetation inventories, (2) active-fire monitoring, (3) post-fire assessment, and (4) multi-scale synthesis. We identify the challenges and opportunities associated with current approaches to fire monitoring, highlighting four case studies from North American boreal, montane, and grassland ecosystems. While the case studies are localized to these ecosystems and regional contexts, they provide insights for others experiencing similar monitoring challenges worldwide. The field of remote sensing is experiencing a rapid proliferation of new data sources, providing observations that can inform all aspects of our fire monitoring framework; however, significant challenges for meeting fire monitoring objectives remain. We identify future opportunities for data sharing and rapid co-development of information products using cloud computing that benefits from open-access Earth observation and other geospatial data layers. © 2022 His Majesty the King in Right of Canada and The Authors. Global Change Biology published by John Wiley & Sons Ltd. Reproduced with the permission of the Minister of Natural Resources Canada.}, DOI = {10.1111/gcb.16567}, url = {https://doi.org/10.1111/gcb.16567}, year = {in press}, type = {Journal Article} } @misc{7673, author = {Crowther, B. G. and Thome, K. J. and Biggar, S. F. and Burkhart, C. J.}, title = {Internally baffled integrating sphere cosine collector}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3117}, pages = {246–252}, month = {27 July–1 August 1997}, note = {READY}, DOI = {10.1117/12.283811}, url = {https://doi.org/10.1117/12.283811}, year = {1997}, type = {Conference Paper} } @article{2492, author = {Csiszar, I. and Denis, L. and Giglio, L. and Justice, C. O. and Hewson, J.}, title = {Global fire activity from two years of MODIS data}, journal = {International Journal of Wildland Fire}, volume = {14}, number = {2}, pages = {117–130}, DOI = {10.1071/WF03078}, url = {https://doi.org/10.1071/WF03078}, year = {2005}, type = {Journal Article} } @misc{2472, author = {Csiszar, I. and Justice, C. O. and Goldammer, J. G.}, title = {The GOFC-GOLD-Fire program—A mechanism for international cooperation in fire mapping and monitoring}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {1–12}, month = {25–29 June 2007}, note = {READY}, DOI = {http://www.fire.uni-freiburg.de/sevilla-2007/contributions/doc/cd/INTRODUCTORIAS_ST/Justice_ST4.pdf}, url = {http://www.fire.uni-freiburg.de/sevilla-2007/contributions/doc/cd/INTRODUCTORIAS_ST/Justice_ST4.pdf}, year = {2007}, type = {Conference Paper} } @misc{2441, author = {Csiszar, I. and Justice, C. O. and Prins, E. and Schroeder, W. and Schmidt, C. and Giglio, L.}, title = {Evolution of active fire monitoring capabilities from the US geostationary and polar orbiting satellite series}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {1–4}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, url = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, year = {2011}, type = {Conference Paper} } @article{8076, author = {Csiszar, I. and Schroeder, W. and Giglio, L. and Ellicott, E. and Vadrevu, K. P. and Justice, C. 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J. and Belward, A.S. and Briggs, S. and Dowell, M. and Eggleston, S. and Hill, K. and Richter, C. and Simmons, A.}, title = {A post-Paris look at climate observations}, journal = {Nature Geoscience}, volume = {9}, number = {9}, pages = {646–646}, DOI = {10.1038/ngeo2785}, url = {https://doi.org/10.1038/ngeo2785}, year = {2016}, type = {Journal Article} } @article{8585, author = {Donchyts, G. and Baart, F. and Winsemius, H. and Gorelick, N.S. and Kwadijk, J. and Van De Giesen, N.}, title = {Earth's surface water change over the past 30 years}, journal = {Nature Climate Change}, volume = {6}, number = {9}, pages = {810–813}, DOI = {10.1038/nclimate3111}, url = {https://doi.org/10.1038/nclimate3111}, year = {2016}, type = {Journal Article} } @article{12348, author = {Donchyts, G. and Winsemius, H. and Baart, F. and Dahm, R. and Schellekens, J. and Gorelick, N. and Iceland, C. and Schmeier, S.}, title = {Author Correction—High-resolution surface water dynamics in Earth’s small and medium-sized reservoirs (Scientific Reports, (2022), 12, 1, (13776), 10.1038/s41598-022-17074-6)}, journal = {Scientific Reports}, volume = {12}, number = {1}, abstract = {The original version of this Article contained an error in the Data Availability section where “All new data and code generated in this research are available under the terms of Creative Commons BY 4.0 (for the data) and Apache 2.0 (for the code) licenses. Datasets and supplementary materials generated during this study are accessible from the TODO: upload and add Zenodo link here. The source code used to produce datasets is accessible from: https://github.com/global-water-watch/research-reservoir-water-dynamics. For more information about this research and to access the demo app visit: https://globalwaterwatch.earth.” now reads: “All new data and code generated in this research are available under the terms of Creative Commons BY 4.0 (for the data) and Apache 2.0 (for the code) licenses. Datasets and supplementary materials generated during this study are accessible from the supplementary materials document below. The source code used to produce datasets is accessible from: https://github.com/global-water-watch/research-reservoir-water-dynamics. For more information about this research and to access the demo app visit: https://globalwaterwatch.earth.” The original Article has been corrected. © 2022, The Author(s).}, DOI = {10.1038/s41598-022-20467-2}, url = {https://doi.org/10.1038/s41598-022-20467-2}, year = {2022}, type = {Journal Article} } @article{12366, author = {Donchyts, G. and Winsemius, H. and Baart, F. and Dahm, R. and Schellekens, J. and Gorelick, N. and Iceland, C. and Schmeier, S.}, title = {High-resolution surface water dynamics in Earth’s small and medium-sized reservoirs}, journal = {Scientific Reports}, volume = {12}, number = {1}, abstract = {Small and medium-sized reservoirs play an important role in water systems that need to cope with climate variability and various other man-made and natural challenges. Although reservoirs and dams are criticized for their negative social and environmental impacts by reducing natural flow variability and obstructing river connections, they are also recognized as important for social and economic development and climate change adaptation. Multiple studies map large dams and analyze the dynamics of water stored in the reservoirs behind these dams, but very few studies focus on small and medium-sized reservoirs on a global scale. In this research, we use multi-annual multi-sensor satellite data, combined with cloud analytics, to monitor the state of small (10–100 ha) to medium-sized (> 100 ha, excluding 479 large ones) artificial water reservoirs globally for the first time. These reservoirs are of crucial importance to the well-being of many societies, but regular monitoring records of their water dynamics are mostly missing. We combine the results of multiple studies to identify 71,208 small to medium-sized reservoirs, followed by reconstructing surface water area changes from satellite data using a novel method introduced in this study. The dataset is validated using 768 daily in-situ water level and storage measurements (r2 > 0.7 for 67% of the reservoirs used for the validation) demonstrating that the surface water area dynamics can be used as a proxy for water storage dynamics in many cases. Our analysis shows that for small reservoirs, the inter-annual and intra-annual variability is much higher than for medium-sized reservoirs worldwide. This implies that the communities reliant on small reservoirs are more vulnerable to climate extremes, both short-term (within seasons) and longer-term (across seasons). Our findings show that the long-term inter-annual and intra-annual changes in these reservoirs are not equally distributed geographically. Through several cases, we demonstrate that this technology can help monitor water scarcity conditions and emerging food insecurity, and facilitate transboundary cooperation. It has the potential to provide operational information on conditions in ungauged or upstream riparian countries that do not share such data with neighboring countries. This may help to create a more level playing field in water resource information globally. © 2022, The Author(s).}, DOI = {10.1038/s41598-022-17074-6}, url = {https://doi.org/10.1038/s41598-022-17074-6}, year = {2022}, type = {Journal Article} } @article{8301, author = {Donegan, S. J. and Flynn, L. P.}, title = {Comparison of the response of the Landsat 7 Enhanced Thematic Mapper Plus and the Earth Observing-1 Advanced Land Imager over active lava flows}, journal = {Journal of Volcanology and Geothermal Research}, volume = {135}, number = {1–2}, pages = {105–126}, DOI = {10.1016/j.jvolgeores.2003.12.010}, url = {https://doi.org/10.1016/j.jvolgeores.2003.12.010}, year = {2004}, type = {Journal Article} } @article{10965, author = {Dong, J. and Metternicht, G. and Hostert, P. and Fensholt, R. and Chowdhury, R. R.}, title = {Remote sensing and geospatial technologies in support of a normative land system science—Status and prospects}, journal = {Current Opinion in Environmental Sustainability}, volume = {38}, pages = {44–52}, DOI = {10.1016/j.cosust.2019.05.003}, url = {https://doi.org/10.1016/j.cosust.2019.05.003}, year = {2019}, type = {Journal Article} } @misc{3119, author = {Donnellan, A. and Bills, B. and Green, J. J. and Goullioud, R. and Jones, S. and Knight, R. and Underhill, M. and Goguen, J. and De Jong, E. M. and Ansar, A. and Scambos, T.A. and Morin, P. and Hallet, B. and Thompson, L. and Gardner, A. S. and Ekholm, J.}, title = {Studying mountain glacier processes using a staring instrument}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1–17}, month = {1–8 March 2014}, note = {READY}, DOI = {10.1109/AERO.2014.6836284}, url = {https://doi.org/10.1109/AERO.2014.6836284}, year = {2014}, type = {Conference Paper} } @article{12414, author = {Dotto, T. S. and Heywood, K. J. and Hall, R. A. and Scambos, T. A. and Zheng, Y. and Nakayama, Y. and Hyogo, S. and Snow, T. and Wåhlin, A. K. and Wild, C. and Truffer, M. and Muto, A. and Alley, K. E. and Boehme, L. and Bortolotto, G. A. and Tyler, S. W. and Pettit, E.}, title = {Ocean variability beneath Thwaites Eastern Ice Shelf driven by the Pine Island Bay Gyre strength}, journal = {Nature Communications}, volume = {13}, number = {1}, abstract = {West Antarctic ice-shelf thinning is primarily caused by ocean-driven basal melting. Here we assess ocean variability below Thwaites Eastern Ice Shelf (TEIS) and reveal the importance of local ocean circulation and sea-ice. Measurements obtained from two sub-ice-shelf moorings, spanning January 2020 to March 2021, show warming of the ice-shelf cavity and an increase in meltwater fraction of the upper sub-ice layer. Combined with ocean modelling results, our observations suggest that meltwater from Pine Island Ice Shelf feeds into the TEIS cavity, adding to horizontal heat transport there. We propose that a weakening of the Pine Island Bay gyre caused by prolonged sea-ice cover from April 2020 to March 2021 allowed meltwater-enriched waters to enter the TEIS cavity, which increased the temperature of the upper layer. Our study highlights the sensitivity of ocean circulation beneath ice shelves to local atmosphere-sea-ice-ocean forcing in neighbouring open oceans. © 2022, The Author(s).}, DOI = {10.1038/s41467-022-35499-5}, url = {https://doi.org/10.1038/s41467-022-35499-5}, year = {2022}, type = {Journal Article} } @article{11749, author = {Douglas, E. S. and Martel, J. and Li, Z. and Howe, G. and Hewawasam, K. and Marshall, R. A. and Schaaf, C. L. and Cook, T. A. and Newnham, G. J. and Strahler, A. and Chakrabarti, S.}, title = {Finding leaves in the forest—The dual-wavelength Echidna lidar}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {12}, number = {4}, pages = {776–780}, DOI = {10.1109/LGRS.2014.2361812}, url = {https://doi.org/10.1109/LGRS.2014.2361812}, year = {2015}, type = {Journal Article} } @misc{6185, author = {Douglas, E. S. and Strahler, A. and Martel, J. and Cook, T. and Mendillo, C. and Marshall, R. and Chakrabarti, S. and Schaaf, C.B. and Woodcock, C.E. and Li, Z. and Yang, X. and Culvenor, D. and Jupp, D. and Newnham, G. and Lovell, J.}, title = {DWEL—A Dual-Wavelength Echidna Lidar for ground-based forest scanning}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4998–5001}, month = {22–27 July 2012}, note = {READY}, DOI = {10.1109/IGARSS.2012.6352489}, url = {https://doi.org/10.1109/IGARSS.2012.6352489}, year = {2012}, type = {Conference Paper} } @misc{2958, author = {Douglas McCuistion, J. and Wende, C. D. and Irons, J. R.}, title = {Landsat Data Continuity Mission—Creating a unique government-industry partnership for global research}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1891–1893}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1294284}, url = {https://doi.org/10.1109/IGARSS.2003.1294284}, year = {2003}, type = {Conference Paper} } @article{9045, author = {Doxani, G. and Vermote, E.F. and Roger, J. C. and Gascon, F. and Adriaensen, S. and Frantz, D. and Hagolle, O. and Hollstein, A. and Kirches, G. and Li, F. and Louis, J. and Mangin, A. and Pahlevan, N. and Pflug, B. and Vanhellemont, Q.}, title = {Atmospheric correction inter-comparison exercise}, journal = {Remote Sensing}, volume = {10}, number = {2}, DOI = {10.3390/rs10020352}, url = {https://doi.org/10.3390/rs10020352}, year = {2018}, type = {Journal Article} } @article{12413, author = {Doxani, G. and Vermote, E. F. and Roger, J. C. and Skakun, S. and Gascon, F. and Collison, A. and De Keukelaere, L. and Desjardins, C. and Frantz, D. and Hagolle, O. and Kim, M. and Louis, J. and Pacifici, F. and Pflug, B. and Poilvé, H. and Ramon, D. and Richter, R. and Yin, F.}, title = {Atmospheric Correction Inter-comparison eXercise, ACIX-II Land—An assessment of atmospheric correction processors for Landsat 8 and Sentinel-2 over land}, journal = {Remote Sensing of Environment}, volume = {285}, abstract = {The correction of the atmospheric effects on optical satellite images is essential for quantitative and multi-temporal remote sensing applications. In order to study the performance of the state-of-the-art methods in an integrated way, a voluntary and open-access benchmark Atmospheric Correction Inter-comparison eXercise (ACIX) was initiated in 2016 in the frame of Committee on Earth Observation Satellites (CEOS) Working Group on Calibration & Validation (WGCV). The first exercise was extended in a second edition wherein twelve atmospheric correction (AC) processors, a substantially larger testing dataset and additional validation metrics were involved. The sites for the inter-comparison analysis were defined by investigating the full catalogue of the Aerosol Robotic Network (AERONET) sites for coincident measurements with satellites' overpass. Although there were more than one hundred sites for Copernicus Sentinel-2 and Landsat 8 acquisitions, the analysis presented in this paper concerns only the common matchups amongst all processors, reducing the number to 79 and 62 sites respectively. Aerosol Optical Depth (AOD) and Water Vapour (WV) retrievals were consequently validated based on the available AERONET observations. The processors mostly succeeded in retrieving AOD for relatively light to medium aerosol loading (AOD < 0.2) with uncertainties <0.08, while the overall uncertainty values were typically 0.23 ± 0.15. Better performances were observed for WV retrievals with >90% of the results falling within the suggested empirical specifications and with the Root Mean Square Error (RMSE) being mostly <0.25 g/cm2. Regarding Surface Reflectance (SR) validation two main approaches were followed. For the first one, a simulated SR reference dataset was computed over all of the test sites by using the 6SV (Second Simulation of the Satellite Signal in the Solar Spectrum vector code) full radiative transfer modelling (RTM) and AERONET measurements for the required aerosol variables and water vapour content. The performance assessment demonstrated that the retrievals were not biased for most of the bands. The uncertainties ranged from approximately 0.003 to 0.01 (excluding B01) for the best performing processors in both sensors' analyses. For the second one, measurements from the radiometric calibration network RadCalNet over La Crau (France) and Gobabeb (Namibia) were involved in the validation. The performance of the processors was in general consistent across all bands for both sensors and with low standard deviations (<0.04) between on-site and estimated surface reflectance. Overall, our study provides a good insight of AC algorithms' performance to developers and users, pointing out similarities and differences for AOD, WV and SR retrievals. Such validation though still lacks of ground-based measurements of known uncertainty to better assess and characterize the uncertainties in SR retrievals. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.113412}, url = {https://doi.org/10.1016/j.rse.2022.113412}, year = {2023}, type = {Journal Article} } @article{1245, author = {Droogers, P. and Allen, R. G.}, title = {Estimating reference evapotranspiration under inaccurate data conditions}, journal = {Irrigation and Drainage Systems}, volume = {16}, number = {1}, pages = {33–45}, DOI = {10.1023/A:1015508322413}, url = {https://doi.org/10.1023/A:1015508322413}, year = {2002}, type = {Journal Article} } @article{218, author = {Drummond, M. A. and Auch, R. F. and Karstensen, K. A. and Sayler, K. L. and Taylor, J. L. and Loveland, T. R.}, title = {Land change variability and human-environment dynamics in the United States Great Plains}, journal = {Land Use Policy}, volume = {29}, number = {3}, pages = {710–723}, DOI = {10.1016/j.landusepol.2011.11.007}, url = {https://doi.org/10.1016/j.landusepol.2011.11.007}, year = {2012}, type = {Journal Article} } @article{498, author = {Drummond, M. A. and Loveland, T. R.}, title = {Land-use pressure and a transition to forest-cover loss in the eastern United States}, journal = {BioScience}, volume = {60}, number = {4}, pages = {286–298}, DOI = {10.1525/bio.2010.60.4.7}, url = {https://doi.org/10.1525/bio.2010.60.4.7}, year = {2010}, type = {Journal Article} } @article{4098, author = {D'Sa, E. J. and Hu, C. and Muller-Karger, F. E. and Carder, K. L.}, title = {Estimation of colored dissolved organic matter and salinity fields in case 2 waters using Sea WiFS—Examples from Florida Bay and Florida Shelf}, journal = {Journal of Earth System Science}, volume = {111}, number = {3}, pages = {197–207}, DOI = {10.1007/BF02701966}, url = {https://doi.org/10.1007/BF02701966}, year = {2002}, type = {Journal Article} } @book{1523, author = {D'Souza, G. and Belward, A. S. and Malingreau, J.-P.}, title = {Advances in the use of NOAA AVHRR data for land applications}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, extent of work = {481}, DOI = {10.1007/978-94-009-0203-9}, url = {https://doi.org/10.1007/978-94-009-0203-9}, year = {1996}, type = {Book} } @misc{4892, author = {Du, K. and Lee, Z. and Carder, K. L.}, title = {Closure between remote sensing reflectance and inherent optical properties}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6406}, month = {15–17 November 2006}, note = {READY}, DOI = {10.1117/12.693696}, url = {https://doi.org/10.1117/12.693696}, year = {2006}, type = {Conference Paper} } @misc{4539, author = {Du, K. and Zhao, F. and ZhongPing, L. and He, M. and Liu, Z. and Carder, K. L.}, title = {Angular variation of remote-sensing reflectance and the influence of particle phase functions}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {845–848}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1368537}, url = {https://doi.org/10.1109/IGARSS.2004.1368537}, year = {2004}, type = {Conference Paper} } @article{466, author = {Duane, M. V. and Cohen, W. B. and Campbell, J. L. and Hudiburg, T. and Turner, D. P. and Weyermann, D. L.}, title = {Implications of alternative field-sampling designs on Landsat-based mapping of stand age and carbon stocks in Oregon forests}, journal = {Forest Science}, volume = {56}, number = {4}, pages = {405–416}, DOI = {http://www.ingentaconnect.com/content/saf/fs/2010/00000056/00000004/art00008}, url = {http://www.ingentaconnect.com/content/saf/fs/2010/00000056/00000004/art00008}, year = {2010}, type = {Journal Article} } @article{12362, author = {Dubayah, R. and Armston, J. and Healey, S. P. and Bruening, J. M. and Patterson, P. L. and Kellner, J. R. and Duncanson, L. and Saarela, S. and Ståhl, G. and Yang, Z. and Tang, H. and Blair, J. B. and Fatoyinbo, L. and Goetz, S. and Hancock, S. and Hansen, M. and Hofton, M. and Hurtt, G. and Luthcke, S.}, title = {GEDI launches a new era of biomass inference from space}, journal = {Environmental Research Letters}, volume = {17}, number = {9}, abstract = {Accurate estimation of aboveground forest biomass stocks is required to assess the impacts of land use changes such as deforestation and subsequent regrowth on concentrations of atmospheric CO2. The Global Ecosystem Dynamics Investigation (GEDI) is a lidar mission launched by NASA to the International Space Station in 2018. GEDI was specifically designed to retrieve vegetation structure within a novel, theoretical sampling design that explicitly quantifies biomass and its uncertainty across a variety of spatial scales. In this paper we provide the estimates of pan-tropical and temperate biomass derived from two years of GEDI observations. We present estimates of mean biomass densities at 1 km resolution, as well as estimates aggregated to the national level for every country GEDI observes, and at the sub-national level for the United States. For all estimates we provide the standard error of the mean biomass. These data serve as a baseline for current biomass stocks and their future changes, and the mission’s integrated use of formal statistical inference points the way towards the possibility of a new generation of powerful monitoring tools from space. © 2022 The Author(s). Published by IOP Publishing Ltd.}, DOI = {10.1088/1748-9326/ac8694}, url = {https://doi.org/10.1088/1748-9326/ac8694}, year = {2022}, type = {Journal Article} } @article{8130, author = {Dubinin, M. and Luschekina, A. and Radeloff, V. C.}, title = {Climate, livestock, and vegetation—What drives fire increase in the arid ecosystems of southern Russia?}, journal = {Ecosystems}, volume = {14}, number = {4}, pages = {547–562}, DOI = {10.1007/s10021-011-9427-9}, url = {https://doi.org/10.1007/s10021-011-9427-9}, year = {2011}, type = {Journal Article} } @article{8134, author = {Dubinin, M. and Lushchekina, A. and Radeloff, V. C.}, title = {Performance and accuracy of Argos transmitters for wildlife monitoring in Southern Russia}, journal = {European Journal of Wildlife Research}, volume = {56}, number = {3}, pages = {459–463}, DOI = {10.1007/s10344-009-0354-4}, url = {https://doi.org/10.1007/s10344-009-0354-4}, year = {2010}, type = {Journal Article} } @article{8348, author = {Dubinin, M. and Potapov, P. and Lushchekina, A. and Radeloff, V. C.}, title = {Reconstructing long time series of burned areas in arid grasslands of southern Russia by satellite remote sensing}, journal = {Remote Sensing of Environment}, volume = {114}, number = {8}, pages = {1638–1648}, DOI = {10.1016/j.rse.2010.02.010}, url = {https://doi.org/10.1016/j.rse.2010.02.010}, year = {2010}, type = {Journal Article} } @article{8888, author = {Dubinin, M. Y. and Lushchekina, A. A. and Radeloff, V. C.}, title = {Assessment of the present dynamics of fires in arid ecosystems by use of remote sensing data—The case of chernye zemli}, journal = {Arid Ecosystems}, volume = {1}, number = {3}, pages = {184–192}, DOI = {10.1134/S2079096111030061}, url = {https://doi.org/10.1134/S2079096111030061}, year = {2011}, type = {Journal Article} } @misc{5921, author = {Dubois, G. and Clerici, M. and Pekel, J. F. and Brink, A. and Palumbo, I. and Gross, D. and Peedell, S. and Simonetti, D. and Punga, M.}, title = {On the contribution of remote sensing to DOPA, a digital observatory for protected areas}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, pages = {1–4}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/ISRSE-34/211104015Final00044.pdf}, url = {http://www.isprs.org/proceedings/2011/ISRSE-34/211104015Final00044.pdf}, year = {2011}, type = {Conference Paper} } @article{11299, author = {Duchesne, R. R. and Chopping, M. J. and Tape, K. D. and Wang, Z. and Schaaf, C. L. B.}, title = {Changes in tall shrub abundance on the North Slope of Alaska, 2000–2010}, journal = {Remote Sensing of Environment}, volume = {219}, pages = {221–232}, DOI = {10.1016/j.rse.2018.10.009}, url = {https://doi.org/10.1016/j.rse.2018.10.009}, year = {2018}, type = {Journal Article} } @article{12357, author = {Duffy, K. and Vandal, T. J. and Nemani, R. R.}, title = {Multisensor machine learning to retrieve high spatiotemporal resolution land surface temperature}, journal = {IEEE Access}, volume = {10}, pages = {89221–89231}, abstract = {Climate change is making heat waves more frequent, long-lasting, and severe. While multiple satellite types provide data to monitor surface temperature, geostationary (GEO) sensors provide near-continuous, continental-scale observations which can better capture the diurnal variability of land surface temperature (LST) than intermittent observations from low-earth orbit (LEO) sensors. However, standard products from GEO satellites are available at coarsened spatial and temporal resolutions compared to the native sensor resolution. Using datasets from the NASA Earth Exchange, we leveraged co-located, co-temporal observations from LEO and GEO satellites to learn a data-driven mapping using a convolutional neural network. The resulting NASA Earth eXchange Artificial Intelligence LST (NEXAI-LST) achieved a mean absolute error of 1.73 K relative to the target LEO product and improves on both spatial and temporal resolution [2 km, 10 minute] compared to the GEO full disk standard product [10 km, hourly]. In validation against measurements from a ground-based sensor network, NEXAI-LST achieves similar or better fit than both LEO and GEO standard products, while depending none of the prior knowledge of land surface and atmospheric states required by physical-statistical models. Further, application of the model to unseen LEO and GEO satellites demonstrates robust generalization of the model across spatial region, time of day, and sensor. In support of NASA's open-source science initiative, we make our NEXAI-LST product, model, and codes available to facilitate data exploration and further studies. © 2013 IEEE.}, DOI = {10.1109/ACCESS.2022.3198673}, url = {https://doi.org/10.1109/ACCESS.2022.3198673}, year = {2022}, type = {Journal Article} } @article{12345, author = {Duffy, K. and Vandal, T. J. and Wang, W. and Nemani, R. R. and Ganguly, A. R.}, title = {A framework for deep learning emulation of numerical models with a case study in satellite remote sensing}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, abstract = {Numerical models based on physics represent the state of the art in Earth system modeling and comprise our best tools for generating insights and predictions. Despite rapid growth in computational power, the perceived need for higher model resolutions overwhelms the latest generation computers, reducing the ability of modelers to generate simulations for understanding parameter sensitivities and characterizing variability and uncertainty. Thus, surrogate models are often developed to capture the essential attributes of the full-blown numerical models. Recent successes of machine learning methods, especially deep learning (DL), across many disciplines offer the possibility that complex nonlinear connectionist representations may be able to capture the underlying complex structures and nonlinear processes in Earth systems. A difficult test for DL-based emulation, which refers to function approximation of numerical models, is to understand whether they can be comparable to traditional forms of surrogate models in terms of computational efficiency while simultaneously reproducing model results in a credible manner. A DL emulation that passes this test may be expected to perform even better than simple models with respect to capturing complex processes and spatiotemporal dependencies. Here, we examine, with a case study in satellite-based remote sensing, the hypothesis that DL approaches can credibly represent the simulations from a surrogate model with comparable computational efficiency. Our results are encouraging in that the DL emulation reproduces the results with acceptable accuracy and often even faster performance. We discuss the broader implications of our results in light of the pace of improvements in high-performance implementations of DL and the growing desire for higher resolution simulations in the Earth sciences. Author}, ISSN = {2162-2388 (Electronic) 2162-237X (Linking)}, DOI = {10.1109/TNNLS.2022.3169958}, url = {https://doi.org/10.1109/TNNLS.2022.3169958}, year = {in press}, type = {Journal Article} } @article{8138, author = {Dugan, A. J. and Birdsey, R. and Healey, S. P. and Pan, Y. and Zhang, F. and Mo, G. and Chen, J. and Woodall, C. W. and Hernandez, A. J. and McCullough, K. and McCarter, J. B. and Raymond, C. L. and Dante-Wood, K.}, title = {Forest sector carbon analyses support land management planning and projects—Assessing the influence of anthropogenic and natural factors}, journal = {Climatic Change}, volume = {144}, number = {2}, pages = {207–220}, DOI = {10.1007/s10584-017-2038-5}, url = {https://doi.org/10.1007/s10584-017-2038-5}, year = {2017}, type = {Journal Article} } @article{2120, author = {Duncan, C. and Masek, J.G. and Fielding, E.}, title = {How steep are the Himalaya? Characteristics and implications of along-strike topographic variations}, journal = {Geology}, volume = {31}, number = {1}, pages = {75–78}, DOI = {10.1130/0091-7613(2003)031<0075:HSATHC>2.0.CO;2}, url = {https://doi.org/10.1130/0091-7613(2003)031<0075:HSATHC>2.0.CO;2}, year = {2003}, type = {Journal Article} } @article{2135, author = {Duncan, C. C. and Klein, A. J. and Masek, J. G. and Isacks, B. L.}, title = {Comparison of late Pleistocene and modern glacier extents in central Nepal based on digital elevation data and satellite imagery}, journal = {Quaternary Research}, volume = {49}, number = {3}, pages = {241–254}, DOI = {10.1006/qres.1998.1958}, url = {https://doi.org/10.1006/qres.1998.1958}, year = {1998}, type = {Journal Article} } @article{12275, author = {Duncanson, L. and Kellner, J. R. and Armston, J. and Dubayah, R. and Minor, D. M. and Hancock, S. and Healey, S. P. and Patterson, P. L. and Saarela, S. and Marselis, S. and Silva, C. E. and Bruening, J. and Goetz, S. J. and Tang, H. and Hofton, M. and Blair, B. and Luthcke, S. and Fatoyinbo, L. and Abernethy, K. and Alonso, A. and Andersen, H. E. and Aplin, P. and Baker, T. R. and Barbier, N. and Bastin, J. F. and Biber, P. and Boeckx, P. and Bogaert, J. and Boschetti, L. and Boucher, P. B. and Boyd, D. S. and Burslem, D. F. R. P. and Calvo-Rodriguez, S. and Chave, J. and Chazdon, R. L. and Clark, D. B. and Clark, D. A. and Cohen, W. B. and Coomes, D. A. and Corona, P. and Cushman, K. C. and Cutler, M. E. J. and Dalling, J. W. and Dalponte, M. and Dash, J. and de-Miguel, S. and Deng, S. and Ellis, P. W. and Erasmus, B. and Fekety, P. A. and Fernandez-Landa, A. and Ferraz, A. and Fischer, R. and Fisher, A. G. and García-Abril, A. and Gobakken, T. and Hacker, J. M. and Heurich, M. and Hill, R. A. and Hopkinson, C. and Huang, H. and Hubbell, S. P. and Hudak, A. T. and Huth, A. and Imbach, B. and Jeffery, K. J. and Katoh, M. and Kearsley, E. and Kenfack, D. and Kljun, N. and Knapp, N. and Král, K. and Krůček, M. and Labrière, N. and Lewis, S. L. and Longo, M. and Lucas, R. M. and Main, R. and Manzanera, J. A. and Martínez, R. V. and Mathieu, R. and Memiaghe, H. and Meyer, V. and Mendoza, A. M. and Monerris, A. and Montesano, P. and Morsdorf, F. and Næsset, E. and Naidoo, L. and Nilus, R. and O'Brien, M. and Orwig, D. A. and Papathanassiou, K. and Parker, G. and Philipson, C. and Phillips, O. L. and Pisek, J. and Poulsen, J. R. and Pretzsch, H. and Rüdiger, C. and others }, title = {Aboveground biomass density models for NASA's Global Ecosystem Dynamics Investigation (GEDI) lidar mission}, journal = {Remote Sensing of Environment}, volume = {270}, abstract = {NASA's Global Ecosystem Dynamics Investigation (GEDI) is collecting spaceborne full waveform lidar data with a primary science goal of producing accurate estimates of forest aboveground biomass density (AGBD). This paper presents the development of the models used to create GEDI's footprint-level (~25 m) AGBD (GEDI04_A) product, including a description of the datasets used and the procedure for final model selection. The data used to fit our models are from a compilation of globally distributed spatially and temporally coincident field and airborne lidar datasets, whereby we simulated GEDI-like waveforms from airborne lidar to build a calibration database. We used this database to expand the geographic extent of past waveform lidar studies, and divided the globe into four broad strata by Plant Functional Type (PFT) and six geographic regions. GEDI's waveform-to-biomass models take the form of parametric Ordinary Least Squares (OLS) models with simulated Relative Height (RH) metrics as predictor variables. From an exhaustive set of candidate models, we selected the best input predictor variables, and data transformations for each geographic stratum in the GEDI domain to produce a set of comprehensive predictive footprint-level models. We found that model selection frequently favored combinations of RH metrics at the 98th, 90th, 50th, and 10th height above ground-level percentiles (RH98, RH90, RH50, and RH10, respectively), but that inclusion of lower RH metrics (e.g. RH10) did not markedly improve model performance. Second, forced inclusion of RH98 in all models was important and did not degrade model performance, and the best performing models were parsimonious, typically having only 1-3 predictors. Third, stratification by geographic domain (PFT, geographic region) improved model performance in comparison to global models without stratification. Fourth, for the vast majority of strata, the best performing models were fit using square root transformation of field AGBD and/or height metrics. There was considerable variability in model performance across geographic strata, and areas with sparse training data and/or high AGBD values had the poorest performance. These models are used to produce global predictions of AGBD, but will be improved in the future as more and better training data become available. © 2021 The Authors}, DOI = {10.1016/j.rse.2021.112845}, url = {https://doi.org/10.1016/j.rse.2021.112845}, year = {2022}, type = {Journal Article} } @misc{12297, author = {Duncanson, L. and Neuenschwander, A. and Silva, C. A. and Montesano, P. and Guenther, E. and Thomas, N. and Hancock, S. and Minor, D. and White, J. and Wulder, M. and Armston, J.}, title = {Forest aboveground biomass estimation with GEDI and ICESat-2 in boreal forests}, publisher = {Piscataway, N.J.}, volume = {Proceedings}, pages = {670–672}, month = {12–16 July 2021}, note = {READY}, abstract = {Forest aboveground biomass is a key environmental variable needed for constraining models of the global carbon cycle, monitoring stocks and fluxes of carbon in forests, and optimizing forest management toward climate mitigation. To date, limited satellite data have been available that are sensitive to Aboveground Biomass Density (AGBD), and the availability of new satellite lidar data streams from NASA's Global Ecosystem Dynamics Investigation (GEDI) [1] and Ice Cloud and Elevation Satellite (ICESat-2) [2] enable a new generation of AGBD estimates representative of 2018-2022 conditions. Here we explore the transferability of GEDI's AGBD estimation framework to ICESat-2. We compare distribution of Relative Height (RH) metrics from both products between 50 and 52° N, and find that ICESat-2's RH metrics are biased high compared to GEDI. We reprocess ICESat-2 RH metrics to make them more comparable to GEDI height metrics, and present a comparison of biomass estimates based on the original and new ICESat-2 RH metrics in boreal forests. © 2021 IEEE.}, keywords = {Biomass Boreal Forest Lidar}, ISBN = {in}, DOI = {10.1109/IGARSS47720.2021.9553209}, url = {https://doi.org/10.1109/IGARSS47720.2021.9553209}, year = {2021}, type = {Conference Paper} } @article{514, author = {Duncanson, L. I. and Niemann, K. O. and Wulder, M. A.}, title = {Estimating forest canopy height and terrain relief from GLAS waveform metrics}, journal = {Remote Sensing of Environment}, volume = {114}, number = {1}, pages = {138–154}, DOI = {10.1016/j.rse.2009.08.018}, url = {https://doi.org/10.1016/j.rse.2009.08.018}, year = {2010}, type = {Journal Article} } @article{496, author = {Duncanson, L. I. and Niemann, K. O. and Wulder, M. A.}, title = {Integration of GLAS and Landsat TM data for aboveground biomass estimation}, journal = {Canadian Journal of Remote Sensing}, volume = {36}, number = {2}, pages = {129–141}, DOI = {10.5589/m10-037}, url = {https://doi.org/10.5589/m10-037}, year = {2010}, type = {Journal Article} } @misc{5549, author = {Dungan, J. L. and Wang, W. and Michaelis, A. and Votava, P. and Nemani, R.R.}, title = {Sources of uncertainty in predicting land surface fluxes using diverse data and models}, publisher = {NASA Ames Research Center}, volume = {Proceedings}, pages = {69–72}, month = {20–23 July 2010}, note = {READY}, DOI = {https://ntrs.nasa.gov/search.jsp?R=20100036784}, url = {https://ntrs.nasa.gov/search.jsp?R=20100036784}, year = {2010}, type = {Conference Paper} } @misc{11568, author = {Dunn, B. and Lymburner, L. and Newey, V. and Hicks, A. and Carey, H.}, title = {Developing a tool for wetland characterization using fractional cover, tasseled cap wetness and water observations from space}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6095–6097}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS.2019.8897806}, url = {https://doi.org/10.1109/IGARSS.2019.8897806}, year = {2019}, type = {Conference Paper} } @article{802, author = {Duro, D. C. and Coops, N. C. and Wulder, M. A. and Han, T.}, title = {Development of a large area biodiversity monitoring system driven by remote sensing}, journal = {Progress in Physical Geography}, volume = {31}, number = {3}, pages = {235–260}, DOI = {10.1177/0309133307079054}, url = {https://doi.org/10.1177/0309133307079054}, year = {2007}, type = {Journal Article} } @inbook{2151, author = {Dwyer, J. L.}, title = {Remotely sensed data available from the US Geological Survey EROS Data Center}, booktitle = {Earth science satellite remote sensing—Data, computational processing, and tools}, editor = {Qu, J.J. and Gao, W. and Kafatos, M. and Murphy, R.E. and Salomonson, V.V.}, connective phrase = {Remotely sensed data available from the US Geological Survey EROS Data Center}, publisher = {Springer}, place published = {Berlin, Germany}, pages = {18–51}, DOI = {10.1007/978-3-540-37294-3_3}, url = {https://doi.org/10.1007/978-3-540-37294-3_3}, year = {2006}, type = {Book Section} } @misc{2146, author = {Dwyer, J.L. and Dinardo, T. and Muchoney, D.}, title = {Developing climate data records and essential climate variables from Landsat data}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {1–3}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, url = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, year = {2011}, type = {Conference Paper} } @article{9123, author = {Dwyer, J. L. and Roy, D. P. and Sauer, B. and Jenkerson, C. B. and Zhang, H. K. and Lymburner, L.}, title = {Analysis ready data—Enabling analysis of the Landsat archive}, journal = {Remote Sensing}, volume = {10}, number = {9}, DOI = {10.3390/rs10091363}, url = {https://doi.org/10.3390/rs10091363}, year = {2018}, type = {Journal Article} } @misc{2156, author = {Dwyer, J. L. and Sayler, K. L. and Zylstra, G. J.}, title = {Landsat pathfinder data sets for landscape change analysis}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {547–550}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516399}, url = {https://doi.org/10.1109/IGARSS.1996.516399}, year = {1996}, type = {Conference Paper} } @inbook{2150, author = {Dwyer, J.L. and Schmidt, G.L.}, title = {The MODIS reprojection tool}, booktitle = {Earth science satellite remote sensing—Data, computational processing, and tools}, editor = {Qu, J.J. and Gao, W. and Kafatos, M. and Murphy, R.E. and Salomonson, V.V.}, connective phrase = {The MODIS reprojection tool}, publisher = {Springer}, place published = {Berlin, Germany}, pages = {162–177}, DOI = {10.1007/978-3-540-37294-3_9}, url = {https://doi.org/10.1007/978-3-540-37294-3_9}, year = {2006}, type = {Book Section} } @article{8456, author = {Dymond, C. C. and Mladenoff, D. J. and Radeloff, V. C.}, title = {Phenological differences in Tasseled Cap indices improve deciduous forest classification}, journal = {Remote Sensing of Environment}, volume = {80}, number = {3}, pages = {460–472}, DOI = {10.1016/S0034-4257(01)00324-8}, url = {https://doi.org/10.1016/S0034-4257(01)00324-8}, year = {2002}, type = {Journal Article} } @article{924, author = {Dymond, C. C. and Wulder, M. A. and Shore, T. L. and Nelson, T. and Boots, B. and Riel, B. G.}, title = {Evaluation of risk assessment of mountain pine beetle infestations}, journal = {Western Journal of Applied Forestry}, volume = {21}, number = {1}, pages = {5–13}, DOI = {http://www.ingentaconnect.com/content/saf/wjaf/2006/00000021/00000001/art00002}, url = {http://www.ingentaconnect.com/content/saf/wjaf/2006/00000021/00000001/art00002}, year = {2006}, type = {Journal Article} } @article{11189, author = {Eck, T. F. and Holben, B. N. and Giles, D. M. and Slutsker, I. and Sinyuk, A. and Schafer, J. S. and Smirnov, A. and Sorokin, M. and Reid, J. S. and Sayer, A. M. and Hsu, N. C. and Shi, Y. R. and Levy, R. C. and Lyapustin, A. and Rahman, M. A. and Liew, S. C. and Salinas Cortijo, S. V. and Li, T. and Kalbermatter, D. and Keong, K. L. and Yuggotomo, M. E. and Aditya, F. and Mohamad, M. and Mahmud, M. and Chong, T. K. and Lim, H. S. and Choon, Y. E. and Deranadyan, G. and Kusumaningtyas, S. D. A. and Aldrian, E.}, title = {AERONET remotely sensed measurements and retrievals of biomass burning aerosol optical properties during the 2015 Indonesian burning season}, journal = {Journal of Geophysical Research Atmospheres}, volume = {124}, number = {8}, pages = {4722–4740}, DOI = {10.1029/2018JD030182}, url = {https://doi.org/10.1029/2018JD030182}, year = {2019}, type = {Journal Article} } @article{9089, author = {Eck, T. F. and Holben, B. N. and Reid, J. S. and Arola, A. and Ferrare, R. A. and Hostetler, C. A. and Crumeyrolle, S. N. and Berkoff, T. A. and Welton, E. J. and Lolli, S. and Lyapustin, A.I. and Wang, Y. and Schafer, J. S. and Giles, D. M. and Anderson, B. E. and Thornhill, K. L. and Minnis, P. and Pickering, K. E. and Loughner, C. P. and Smirnov, A. and Sinyuk, A.}, title = {Observations of rapid aerosol optical depth enhancements in the vicinity of polluted cumulus clouds}, journal = {Atmospheric Chemistry and Physics}, volume = {14}, number = {21}, pages = {11633–11656}, DOI = {10.5194/acp-14-11633-2014}, url = {https://doi.org/10.5194/acp-14-11633-2014}, year = {2014}, type = {Journal Article} } @article{589, author = {Eck, T. F. and Holben, B. N. and Reid, J. S. and Sinyuk, A. and Hyer, E. J. and O'Neill, N. T. and Shaw, G. E. and Vande Castle, J. R. and Chapin, F. S. and Dubovik, O. and Smirnov, A. and Vermote, E.F. and Schafer, J. S. and Giles, D. and Slutsker, I. and Sorokine, M. and Newcomb, W. W.}, title = {Optical properties of boreal region biomass burning aerosols in central Alaska and seasonal variation of aerosol optical depth at an Arctic coastal site}, journal = {Journal of Geophysical Research Atmospheres}, volume = {114}, number = {11}, DOI = {10.1029/2008JD010870}, url = {https://doi.org/10.1029/2008JD010870}, year = {2009}, type = {Journal Article} } @article{8571, author = {Eck, T. F. and Holben, B. N. and Reid, J. S. and Xian, P. and Giles, D. M. and Sinyuk, A. and Smirnov, A. and Schafer, J. S. and Slutsker, I. and Kim, J. and Koo, J. H. and Choi, M. and Kim, K. C. and Sano, I. and Arola, A. and Sayer, A. M. and Levy, R. C. and Munchak, L. A. and O'Neill, N. T. and Lyapustin, A.I. and Hsu, N. C. and Randles, C. A. and Da Silva, A. M. and Buchard, V. and Govindaraju, R. C. and Hyer, E. and Crawford, J. H. and Wang, P. and Xia, X.}, title = {Observations of the interaction and transport of fine mode aerosols with cloud and/or fog in Northeast Asia from aerosol robotic network and satellite remote sensing}, journal = {Journal of Geophysical Research Atmospheres}, volume = {123}, number = {10}, pages = {5560–5587}, DOI = {10.1029/2018JD028313}, url = {https://doi.org/10.1029/2018JD028313}, year = {2018}, type = {Journal Article} } @article{1805, author = {Edwards, A. and Hauser, P. and Anderson, M.C. and McCartney, J. and Armstrong, M. and Thackway, R. and Allan, G. and Hempel, C. and Russell-Smith, J.}, title = {A tale of two parks—Contemporary fire regimes of Litchfield and Nitmiluk National Parks, monsoonal northern Australia}, journal = {International Journal of Wildland Fire}, volume = {10}, number = {1}, pages = {79–89}, DOI = {10.1071/WF01002}, url = {https://doi.org/10.1071/WF01002}, year = {2001}, type = {Journal Article} } @article{8562, author = {Edwards, C. S. and Nowicki, K. J. and Christensen, P. R. and Hill, J. and Gorelick, N.S. and Murray, K.}, title = {Mosaicking of global planetary image datasets—1. Techniques and data processing for Thermal Emission Imaging System (THEMIS) multi-spectral data}, journal = {Journal of Geophysical Research Planets}, volume = {116}, number = {10}, DOI = {10.1029/2010JE003755}, url = {https://doi.org/10.1029/2010JE003755}, year = {2011}, type = {Journal Article} } @misc{12048, author = {Efremova, B. and McCorkel, J. and Krimchansky, A. and Hair, J. and Andrade, M.}, title = {Validation of GOES-17 ABI reflective channels performance—Salar de Uyuni 2018 field campaign results}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11501}, month = {24 August–4 September 2020}, note = {READY}, DOI = {10.1117/12.2568601}, url = {https://doi.org/10.1117/12.2568601}, year = {2020}, type = {Conference Paper} } @misc{11354, author = {Efremova, B. and Pearlman, A. J. and McCorkel, J. and Montanaro, M. and Hickey, M. and Lunsford, A. and Reuter, D.}, title = {Landsat 9 thermal infrared sensor 2 subsystem-level spectral test results}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8849–8852}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8518669}, url = {https://doi.org/10.1109/IGARSS.2018.8518669}, year = {2018}, type = {Conference Paper} } @article{3269, author = {Egorov, A. V. and Hansen, M. C. and Roy, D. P. and Kommareddy, A. and Potapov, P. V.}, title = {Image interpretation-guided supervised classification using nested segmentation}, journal = {Remote Sensing of Environment}, volume = {165}, pages = {135–147}, DOI = {10.1016/j.rse.2015.04.022}, url = {https://doi.org/10.1016/j.rse.2015.04.022}, year = {2015}, type = {Journal Article} } @article{9042, author = {Egorov, A. V. and Roy, D. P. and Zhang, H. K. and Hansen, M. C. and Kommareddy, A.}, title = {Demonstration of percent tree cover mapping using Landsat Analysis Ready Data (ARD) and sensitivity with respect to Landsat ARD processing level}, journal = {Remote Sensing}, volume = {10}, number = {2}, DOI = {10.3390/rs10020209}, url = {https://doi.org/10.3390/rs10020209}, year = {2018}, type = {Journal Article} } @article{10986, author = {Egorov, A. V. and Roy, D. P. and Zhang, H. K. and Li, Z. and Yan, L. and Huang, H.}, title = {Landsat 4, 5 and 7 (1982 to 2017) Analysis Ready Data (ARD) observation coverage over the conterminous United States and implications for terrestrial monitoring}, journal = {Remote Sensing}, volume = {11}, number = {4}, DOI = {10.3390/rs11040447}, url = {https://doi.org/10.3390/rs11040447}, year = {2019}, type = {Journal Article} } @article{12295, author = {Ehlers, D. and Wang, C. and Coulston, J. and Zhang, Y. and Pavelsky, T. and Frankenberg, E. and Woodcock, C. and Song, C.}, title = {Mapping forest aboveground biomass using multisource remotely sensed data}, journal = {Remote Sensing}, volume = {14}, number = {5}, abstract = {The majority of the aboveground biomass on the Earth’s land surface is stored in forests. Thus, forest biomass plays a critical role in the global carbon cycle. Yet accurate estimate of forest aboveground biomass (FAGB) remains elusive. This study proposed a new conceptual model to map FAGB using remotely sensed data from multiple sensors. The conceptual model, which provides guidance for selecting remotely sensed data, is based on the principle of estimating FAGB on the ground using allometry, which needs species, diameter at breast height (DBH), and tree height as inputs. Based on the conceptual model, we used multiseasonal Landsat images to provide information about species composition for the forests in the study area, LiDAR data for canopy height, and the image texture and image texture ratio at two spatial resolutions for tree crown size, which is related to DBH. Moreover, we added RaDAR data to provide canopy volume information to the model. All the data layers were fed to a Random Forest (RF) regression model. The study was carried out in eastern North Carolina. We used biomass from the USFS Forest Inventory and Analysis plots to train and test the model performance. The best model achieved an R2 of 0.625 with a root mean squared error (RMSE) of 18.8 Mg/ha (47.6%) with the “out-of-bag” samples at 30 × 30 m spatial resolution. The top five most important variables include the 95th, 85th, 75th, and 50th percentile heights of the LiDAR points and their standard deviations of 85th heights. Numerous features from multiseasonal Sentinel-1 C-Band SAR, multiseasonal Landsat 8 imagery along with image texture features from very high-resolution imagery were selected. But the importance of the height metrics dwarfed all other variables. More tests of the conceptual model in places with a broader range of biomass and more diverse species composition are needed to evaluate the importance of other input variables. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.}, DOI = {10.3390/rs14051115}, url = {https://doi.org/10.3390/rs14051115}, year = {2022}, type = {Journal Article} } @article{3275, author = {Eisele, A. and Chabrillat, S. and Hecker, C. and Hewson, R. and Lau, I. C. and Rogass, C. and Segl, K. and Cudahy, T. J. and Udelhoven, T. and Hostert, P. and Kaufmann, H.}, title = {Advantages using the thermal infrared (TIR) to detect and quantify semi-arid soil properties}, journal = {Remote Sensing of Environment}, volume = {163}, pages = {296–311}, DOI = {10.1016/j.rse.2015.04.001}, url = {https://doi.org/10.1016/j.rse.2015.04.001}, year = {2015}, type = {Journal Article} } @article{10539, author = {El Saleous, N. Z. and Vermote, E. F. and Townshend, J. R. G. and Goward, S. N. and El Saleous, N. Z. and Vermote, E. F. and Tucker, C. J. and Justice, C. O. and Townshend, J. R. G.}, title = {Improvements in the global biospheric record from the advanced very high resolution radiometer (AVHRR)}, journal = {International Journal of Remote Sensing}, volume = {21}, number = {6–7}, pages = {1251–1277}, DOI = {10.1080/014311600210164}, url = {https://doi.org/10.1080/014311600210164}, year = {2000}, type = {Journal Article} } @article{12192, author = {El Serafy, G. Y. H. and Schaeffer, B. A. and Neely, M. B. and Spinosa, A. and Odermatt, D. and Weathers, K. C. and Baracchini, T. and Bouffard, D. and Carvalho, L. and Conmy, R. N. and De Keukelaere, L. and Hunter, P. D. and Jamet, C. and Joehnk, K. D. and Johnston, J. M. and Knudby, A. and Minaudo, C. and Pahlevan, N. and Reusen, I. and Rose, K. C. and Schalles, J. and Tzortziou, M.}, title = {Integrating inland and coastal water quality data for actionable knowledge}, journal = {Remote Sensing}, volume = {13}, number = {15}, DOI = {10.3390/rs13152899}, url = {https://doi.org/10.3390/rs13152899}, year = {2021}, type = {Journal Article} } @article{583, author = {Ellicott, E. and Vermote, E.F. and Giglio, L. and Roberts, G.}, title = {Estimating biomass consumed from fire using MODIS FRE}, journal = {Geophysical Research Letters}, volume = {36}, number = {13}, DOI = {10.1029/2009GL038581}, url = {https://doi.org/10.1029/2009GL038581}, year = {2009}, type = {Journal Article} } @article{620, author = {Ellicott, E. and Vermote, E.F. and Petitcolin, F. and Hook, S. J.}, title = {Validation of a new parametric model for atmospheric correction of thermal infrared data}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {47}, number = {1}, pages = {295–311}, DOI = {10.1109/TGRS.2008.2006182}, url = {https://doi.org/10.1109/TGRS.2008.2006182}, year = {2009}, type = {Journal Article} } @article{12077, author = {Elmes, A. and Levy, C. and Erb, A. and Hall, D. K. and Scambos, T. A. and Digirolamo, N. and Schaaf, C.}, title = {Consequences of the 2019 Greenland ice sheet melt episode on albedo}, journal = {Remote Sensing}, volume = {13}, number = {2}, DOI = {10.3390/rs13020227}, url = {https://doi.org/10.3390/rs13020227}, year = {2021}, type = {Journal Article} } @article{11510, author = {Elsen, P. R. and Farwell, L. S. and Pidgeon, A. M. and Radeloff, V. C.}, title = {Landsat 8 TIRS-derived relative temperature and thermal heterogeneity predict winter bird species richness patterns across the conterminous United States}, journal = {Remote Sensing of Environment}, volume = {236}, DOI = {10.1016/j.rse.2019.111514}, url = {https://doi.org/10.1016/j.rse.2019.111514}, year = {2020}, type = {Journal Article} } @article{12099, author = {Elsen, P. R. and Farwell, L. S. and Pidgeon, A. M. and Radeloff, V. C.}, title = {Contrasting seasonal patterns of relative temperature and thermal heterogeneity and their influence on breeding and winter bird richness patterns across the conterminous United States}, journal = {Ecography}, volume = {44}, number = {6}, pages = {953–965}, DOI = {10.1111/ecog.05520}, url = {https://doi.org/10.1111/ecog.05520}, year = {2021}, type = {Journal Article} } @misc{2288, author = {Elvidge, C. and Pettit, D. and Imhoff, M. and Nemani, R.R. and Pack, D. and Cinzano, P.}, title = {Observational considerations for moderate resolution nighttime lights}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7081}, month = {11–13 August 2008}, note = {READY}, DOI = {10.1117/12.795537}, url = {https://doi.org/10.1117/12.795537}, year = {2008}, type = {Conference Paper} } @article{2301, author = {Elvidge, C. D. and Cinzano, P. and Pettit, D. R. and Arvesen, J. and Sutton, P. and Small, C. and Nemani, R.R. and Longcore, T. and Rich, C. and Safran, J. and Weeks, J. and Ebener, S.}, title = {The nightsat mission concept}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {12}, pages = {2645–2670}, DOI = {10.1080/01431160600981525}, url = {https://doi.org/10.1080/01431160600981525}, year = {2007}, type = {Journal Article} } @article{2325, author = {Elvidge, C. D. and Milesi, C. and Dietz, J. B. and Tuttle, B. T. and Sutton, P. C. and Nemani, R.R. and Vogelman, J. E.}, title = {Paving paradise}, journal = {GeoSpatial Solutions}, volume = {14}, number = {9}, pages = {58–58}, year = {2004}, type = {Journal Article} } @article{1092, author = {Elvidge, C. D. and Milesi, C. and Dietz, J. B. and Tuttle, B. T. and Sutton, P. C. and Nemani, R.R. and Vogelmann, J. E.}, title = {U.S. constructed area approaches the size of Ohio}, journal = {Eos}, volume = {85}, number = {24}, pages = {233–233}, DOI = {10.1029/2004EO240001}, url = {https://doi.org/10.1029/2004EO240001}, year = {2004}, type = {Journal Article} } @article{2295, author = {Elvidge, C. D. and Tuttle, B. T. and Sutton, P. S. and Baugh, K. E. and Howard, A. T. and Milesi, C. and Bhaduri, B. L. and Nemani, R.R.}, title = {Global distribution and density of constructed impervious surfaces}, journal = {Sensors}, volume = {7}, number = {9}, pages = {1962–1979}, DOI = {10.3390/s7091962}, url = {https://doi.org/10.3390/s7091962}, year = {2007}, type = {Journal Article} } @article{8297, author = {Emde, C. and Barlakas, V. and Cornet, C. and Evans, F. and Korkin, S. and Ota, Y. and Labonnote, L. C. and Lyapustin, A.I. and Macke, A. and Mayer, B. and Wendisch, M.}, title = {IPRT polarized radiative transfer model intercomparison project - Phase A}, journal = {Journal of Quantitative Spectroscopy and Radiative Transfer}, volume = {164}, pages = {8–36}, DOI = {10.1016/j.jqsrt.2015.05.007}, url = {https://doi.org/10.1016/j.jqsrt.2015.05.007}, year = {2015}, type = {Journal Article} } @article{8564, author = {Emili, E. and Lyapustin, A.I. and Wang, Y. and Popp, C. and Korkin, S. and Zebisch, M. and Wunderle, S. and Petitta, M.}, title = {High spatial resolution aerosol retrieval with MAIAC—Application to mountain regions}, journal = {Journal of Geophysical Research Atmospheres}, volume = {116}, number = {23}, DOI = {10.1029/2011JD016297}, url = {https://doi.org/10.1029/2011JD016297}, year = {2011}, type = {Journal Article} } @article{2218, author = {Enclona, E. A. and Thenkabail, P. S. and Celis, D. and Diekmann, J.}, title = {Within-field wheat yield prediction from IKONOS data—A new matrix approach}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {2}, pages = {377–388}, DOI = {10.1080/0143116031000102485}, url = {https://doi.org/10.1080/0143116031000102485}, year = {2004}, type = {Journal Article} } @article{12040, author = {Enenkel, M. and Brown, M. E. and Vogt, J. V. and McCarty, J. L. and Reid Bell, A. and Guha-Sapir, D. and Dorigo, W. and Vasilaky, K. and Svoboda, M. and Bonifacio, R. and Anderson, M. and Funk, C. and Osgood, D. and Hain, C. and Vinck, P.}, title = {Why predict climate hazards if we need to understand impacts? Putting humans back into the drought equation}, journal = {Climatic Change}, volume = {162}, number = {3}, pages = {1161–1176}, DOI = {10.1007/s10584-020-02878-0}, url = {https://doi.org/10.1007/s10584-020-02878-0}, year = {2020}, type = {Journal Article} } @article{10929, author = {Enenkel, M. and Farah, C. and Hain, C. and White, A. and Anderson, M. and You, L. and Wagner, W. and Osgood, D.}, title = {What rainfall does not tell us-enhancing financial instruments with satellite-derived soil moisture and evaporative stress}, journal = {Remote Sensing}, volume = {10}, number = {11}, DOI = {10.3390/rs10111819}, url = {https://doi.org/10.3390/rs10111819}, year = {2018}, type = {Journal Article} } @article{11293, author = {Enenkel, M. and Osgood, D. and Anderson, M. and Powell, B. and McCarty, J. and Neigh, C. and Carroll, M. and Wooten, M. and Husak, G. and Hain, C. and Brown, M.}, title = {Exploiting the convergence of evidence in satellite data for advanced weather index insurance design}, journal = {Weather, Climate, and Society}, volume = {11}, number = {1}, pages = {65–93}, DOI = {10.1175/WCAS-D-17-0111.1}, url = {https://doi.org/10.1175/WCAS-D-17-0111.1}, year = {2019}, type = {Journal Article} } @article{8249, author = {Enenkel, M. and See, L. and Bonifacio, R. and Boken, V. and Chaney, N. and Vinck, P. and You, L. and Dutra, E. and Anderson, M.C.}, title = {Drought and food security - Improving decision-support via new technologies and innovative collaboration}, journal = {Global Food Security}, volume = {4}, pages = {51–55}, DOI = {10.1016/j.gfs.2014.08.005}, url = {https://doi.org/10.1016/j.gfs.2014.08.005}, year = {2015}, type = {Journal Article} } @article{8924, author = {English, D. C. and Carder, K. L.}, title = {Determining bottom reflectance and water optical properties using unmanned underwater vehicles under clear or cloudy skies}, journal = {Journal of Atmospheric and Oceanic Technology}, volume = {23}, number = {2}, pages = {314–324}, DOI = {10.1175/JTECH1842.1}, url = {https://doi.org/10.1175/JTECH1842.1}, year = {2006}, type = {Journal Article} } @article{2952, author = {Entcheva Campbell, P. K. and Rock, B. N. and Martin, M. E. and Neefus, C. D. and Irons, J. R. and Middleton, E. M. and Albrechtova, J.}, title = {Detection of initial damage in Norway spruce canopies using hyperspectral airborne data}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {24}, pages = {5557–5583}, DOI = {10.1080/01431160410001726058}, url = {https://doi.org/10.1080/01431160410001726058}, year = {2004}, type = {Journal Article} } @article{5601, author = {Entekhabi, D. and Njoku, E. G. and O'Neill, P. E. and Kellogg, K. H. and Crow, W. T. and Edelstein, W. N. and Entin, J. K. and Goodman, S. D. and Jackson, T. J. and Johnson, J. and Kimball, J. and Piepmeier, J. R. and Koster, R. D. and Martin, N. and McDonald, K. C. and Moghaddam, M. and Moran, M. S. and Reichle, R. and Shi, J. C. and Spencer, M. W. and Thurman, S. W. and Tsang, L. and Van Zyl, J.}, title = {The soil moisture active passive (SMAP) mission}, journal = {Proceedings of the IEEE}, volume = {98}, number = {5}, pages = {704–716}, DOI = {10.1109/JPROC.2010.2043918}, url = {https://doi.org/10.1109/JPROC.2010.2043918}, year = {2010}, type = {Journal Article} } @article{3760, author = {Eon, R. S. and Gerace, A. D. and Montanaro, M. and Ambeau, B. L. and McCorkel, J. T.}, title = {Development of a simulation environment to support intercalibration studies over the Algodones Dunes system}, journal = {Journal of Applied Remote Sensing}, volume = {12}, number = {1}, DOI = {10.1117/1.JRS.12.012008}, url = {https://doi.org/10.1117/1.JRS.12.012008}, year = {2018}, type = {Journal Article} } @article{12397, author = {Erb, A. M. and Li, Z. and Sun, Q. and Paynter, I. and Wang, Z. and Schaaf, C.}, title = {Evaluation of the Landsat-8 albedo product across the circumpolar domain}, journal = {Remote Sensing}, volume = {14}, number = {21}, abstract = {Land surface albedo plays an extremely important role in the surface energy budget, by determining the proportion of incoming solar radiation, which is available to drive photosynthesis and surface heating, and that which is reflected directly back to space. In northern high latitude regions, the albedo of snow-covered vegetation and open, leafless forest canopies in winter, is quite high, while the albedo of boreal evergreen conifers can either be quite low (even with extensive snow lying under the canopy) or rather bright depending on the structure and density of the canopy. Here, we present the further development and evaluation of a 30 m Landsat albedo product, including an operational blue-sky albedo product, for application in the circumpolar domain. The surface reflectances from the Landsat satellite constellation are coupled with surface anisotropy information (Bidirectional Reflectance Distribution Function, BRDF) from the MODerate-resolution Imaging Spectroradiometer (MODIS). The product is extensively validated across diverse land cover and conditions and performs well with root mean squared error of 0.0395 and negligible bias when compared to coincident tower-based albedo measurements. The development of this Landsat albedo products allows for better capture of ephemeral, heterogeneous and dynamic surface conditions at the landscape scale across the circumpolar domain. © 2022 by the authors.}, DOI = {10.3390/rs14215320}, url = {https://doi.org/10.3390/rs14215320}, year = {2022}, type = {Journal Article} } @article{9002, author = {Erickson, H. E. and Helmer, E. H. and Brandeis, T. J. and Lugo, A. E.}, title = {Controls on fallen leaf chemistry and forest floor element masses in native and novel forests across a tropical island}, journal = {Ecosphere}, volume = {5}, number = {4}, DOI = {10.1890/ES13-00263.1}, url = {https://doi.org/10.1890/ES13-00263.1}, year = {2014}, type = {Journal Article} } @article{10707, author = {Ernst, S. and Lymburner, L. and Sixsmith, J.}, title = {Implications of pixel quality flags on the observation density of a continental Landsat archive}, journal = {Remote Sensing}, volume = {10}, number = {10}, DOI = {10.3390/rs10101570}, url = {https://doi.org/10.3390/rs10101570}, year = {2018}, type = {Journal Article} } @article{416, author = {Er-Raki, S. and Chehbouni, A. and Khabba, S. and Simonneaux, V. and Jarlan, L. and Ouldbba, A. and Rodriguez, J. C. and Allen, R.G.}, title = {Assessment of reference evapotranspiration methods in semi-arid regions—Can weather forecast data be used as alternate of ground meteorological parameters?}, journal = {Journal of Arid Environments}, volume = {74}, number = {12}, pages = {1587–1596}, DOI = {10.1016/j.jaridenv.2010.07.002}, url = {https://doi.org/10.1016/j.jaridenv.2010.07.002}, year = {2010}, type = {Journal Article} } @article{8771, author = {Esaias, W. E. and Abbott, M. R. and Barton, I. and Brown, O. B. and Campbell, J. W. and Carder, K. L. and Clark, D. K. and Evans, R. H. and Hoge, F. E. and Gordon, H. R. and Balch, W. M. and Letelier, R. and Minnett, P. J.}, title = {An overview of MODIS capabilities for ocean science observations}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {36}, number = {4}, pages = {1250–1265}, DOI = {10.1109/36.701076}, url = {https://doi.org/10.1109/36.701076}, year = {1998}, type = {Journal Article} } @article{9054, author = {Esch, T. and Bachofer, F. and Heldens, W. and Hirner, A. and Marconcini, M. and Palacios-Lopez, D. and Roth, A. and üreyen, S. and Zeidler, J. and Dech, S. and Gorelick, N.S.}, title = {Where we live—A summary of the achievements and planned evolution of the global urban footprint}, journal = {Remote Sensing}, volume = {10}, number = {6}, DOI = {10.3390/rs10060895}, url = {https://doi.org/10.3390/rs10060895}, year = {2018}, type = {Journal Article} } @misc{10111, author = {Esche, H. A. and Franklin, S. E. and Wulder, M. A.}, title = {Assessing cloud contamination effects on K-means unsupervised classifications of Landsat data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3387–3389}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1027191}, url = {https://doi.org/10.1109/IGARSS.2002.1027191}, year = {2002}, type = {Conference Paper} } @misc{7153, author = {Escobar, V. M. and Delgado Arias, S. and Moran, M. S. and Nearing, G. and Entekhabi, D. and Njoku, E. and Yueh, S. and Doorn, B. and Reichle, R.}, title = {Overview of the SMAP Applications and the SMAP Early Adopters program - NASA's first mission-directed outreach effort}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5225–5228}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7730361}, url = {https://doi.org/10.1109/IGARSS.2016.7730361}, year = {2016}, type = {Conference Paper} } @article{3276, author = {Estel, S. and Kuemmerle, T. and Alcántara, C. and Levers, C. and Prishchepov, A. and Hostert, P.}, title = {Mapping farmland abandonment and recultivation across Europe using MODIS NDVI time series}, journal = {Remote Sensing of Environment}, volume = {163}, pages = {312–325}, DOI = {10.1016/j.rse.2015.03.028}, url = {https://doi.org/10.1016/j.rse.2015.03.028}, year = {2015}, type = {Journal Article} } @article{3464, author = {Estel, S. and Kuemmerle, T. and Levers, C. and Baumann, M. and Hostert, P.}, title = {Mapping cropland-use intensity across Europe using MODIS NDVI time series}, journal = {Environmental Research Letters}, volume = {11}, number = {2}, DOI = {10.1088/1748-9326/11/2/024015}, url = {https://doi.org/10.1088/1748-9326/11/2/024015}, year = {2016}, type = {Journal Article} } @article{8193, author = {Estes, A. B. and Kuemmerle, T. and Kushnir, H. and Radeloff, V. C. and Shugart, H. H.}, title = {Land-cover change and human population trends in the greater Serengeti ecosystem from 1984-2003}, journal = {Biological Conservation}, volume = {147}, number = {1}, pages = {255–263}, DOI = {10.1016/j.biocon.2012.01.010}, url = {https://doi.org/10.1016/j.biocon.2012.01.010}, year = {2012}, type = {Journal Article} } @article{1399, author = {Estes, J. and Belward, A.S. and Loveland, T.R. and Scepan, J. and Strahler, A. and Townshend, J. and Justice, C.O.}, title = {The way forward}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {65}, number = {9}, pages = {1089–1093}, DOI = {https://www.asprs.org/wp-content/uploads/pers/1999journal/sep/1999_sept_1089-1093.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/1999journal/sep/1999_sept_1089-1093.pdf}, year = {1999}, type = {Journal Article} } @article{1386, author = {Estes, J. E. and Loveland, T. R.}, title = {Toward the use of remote sensing and other data to delineate functional types in terrestrial and aquatic systems}, journal = {Developments in Atmospheric Science}, volume = {24}, pages = {125–150}, DOI = {10.1016/S0167-5117(98)80027-X}, url = {https://doi.org/10.1016/S0167-5117(98)80027-X}, year = {1999}, type = {Journal Article} } @article{451, author = {Euliss Jr, N. H. and Smith, L. M. and Liu, S. and Feng, M. and Mushet, D. M. and Auch, R. F. and Loveland, T. R.}, title = {The need for simultaneous evaluation of ecosystem services and land use change}, journal = {Environmental Science and Technology}, volume = {44}, number = {20}, pages = {7761–7763}, DOI = {10.1021/es102761c}, url = {https://doi.org/10.1021/es102761c}, year = {2010}, type = {Journal Article} } @article{1107, author = {Eva, H. D. and Belward, A. S. and De Miranda, E. E. and Di Bella, C. M. and Gond, V. and Huber, O. and Jones, S. and Sgrenzaroli, M. and Fritz, S.}, title = {A land cover map of South America}, journal = {Global Change Biology}, volume = {10}, number = {5}, pages = {731–744}, DOI = {10.1111/j.1529-8817.2003.00774.x}, url = {https://doi.org/10.1111/j.1529-8817.2003.00774.x}, year = {2004}, type = {Journal Article} } @article{8667, author = {Eva, H. D. and Malingreau, J. P. and Gregoire, J. M. and Belward, A. S. and Mutlow, C. T.}, title = {Cover The advance of burnt areas in Central Africa as detected by ERS-1 ATSR-1}, journal = {International Journal of Remote Sensing}, volume = {19}, number = {9}, pages = {1635–1637}, DOI = {10.1080/014311698215144}, url = {https://doi.org/10.1080/014311698215144}, year = {1998}, type = {Journal Article} } @article{159, author = {Evett, S. R. and Kustas, W. P. and Gowda, P. H. and Anderson, M. C. and Prueger, J. H. and Howell, T. A.}, title = {Overview of the Bushland Evapotranspiration and Agricultural Remote sensing EXperiment 2008 (BEAREX08)—A field experiment evaluating methods for quantifying ET at multiple scales}, journal = {Advances in Water Resources}, volume = {50}, pages = {4–19}, DOI = {10.1016/j.advwatres.2012.03.010}, url = {https://doi.org/10.1016/j.advwatres.2012.03.010}, year = {2012}, type = {Journal Article} } @article{11847, author = {Evett, S. R. and O'Shaughnessy, S. A. and Andrade, M. A. and Kustas, W. P. and Anderson, M. C. and Schomberg, H. H. and Thompson, A.}, title = {Precision agriculture and irrigation—Current U.S. Perspectives}, journal = {Transactions of the ASABE}, volume = {63}, number = {1}, pages = {57–67}, DOI = {10.13031/trans.13355}, url = {https://doi.org/10.13031/trans.13355}, year = {2020}, type = {Journal Article} } @article{9122, author = {Fagan, M. E. and Morton, D. C. and Cook, B. D. and Masek, J.G. and Zhao, F. and Nelson, R. F. and Huang, C.}, title = {Mapping pine plantations in the southeastern U.S. using structural, spectral, and temporal remote sensing data}, journal = {Remote Sensing of Environment}, volume = {216}, pages = {415–426}, DOI = {10.1016/j.rse.2018.07.007}, url = {https://doi.org/10.1016/j.rse.2018.07.007}, year = {2018}, type = {Journal Article} } @article{3369, author = {Fahnestock, M. and Scambos, T.A. and Moon, T. and Gardner, A. and Haran, T. and Klinger, M.}, title = {Rapid large-area mapping of ice flow using Landsat 8}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {84–94}, DOI = {10.1016/j.rse.2015.11.023}, url = {https://doi.org/10.1016/j.rse.2015.11.023}, year = {2016}, type = {Journal Article} } @article{10505, author = {Fahnestock, M. A. and Joughin, I. and Scambos, T. A. and Kwok, R. and Krabill, W. B. and Gogineni, S.}, title = {Ice-stream-related patterns of ice flow in the interior of northeast Greenland}, journal = {Journal of Geophysical Research Atmospheres}, volume = {106}, number = {D24}, pages = {34035–34045}, DOI = {10.1029/2001JD900194}, url = {https://doi.org/10.1029/2001JD900194}, year = {2001}, type = {Journal Article} } @article{10603, author = {Fahnestock, M. A. and Scambos, T. A. and Bindschadler, R. A. and Kvaran, G.}, title = {A millennium of variable ice flow recorded by the ross ice shelf, Antarctica}, journal = {Journal of Glaciology}, volume = {46}, number = {155}, pages = {652–664}, DOI = {10.3189/172756500781832693}, url = {https://doi.org/10.3189/172756500781832693}, year = {2000}, type = {Journal Article} } @article{1335, author = {Fahnestock, M. A. and Scambos, T. A. and Shuman, C. A. and Arthern, R. J. and Winebrenner, D. P. and Kwok, R.}, title = {Snow megadune fields on the East Antarctic Plateau—Extreme atmosphere-ice interaction}, journal = {Geophysical Research Letters}, volume = {27}, number = {22}, pages = {3719–3722}, DOI = {10.1029/1999GL011248}, url = {https://doi.org/10.1029/1999GL011248}, year = {2000}, type = {Journal Article} } @misc{10172, author = {Fairbanks, Ronald R. and Schott, John R. and Vodacek, Anthony}, title = {Impact of clouds on SeaWiFS derived water quality}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {252–254}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.860483}, url = {https://doi.org/10.1109/IGARSS.2000.860483}, year = {2000}, type = {Conference Paper} } @article{12196, author = {Fajardo Rueda, J. and Leigh, L. and Teixeira Pinto, C. and Kaewmanee, M. and Helder, D.}, title = {Classification and evaluation of extended pics (Epics) on a global scale for calibration and stability monitoring of optical satellite sensors}, journal = {Remote Sensing}, volume = {13}, number = {17}, DOI = {10.3390/rs13173350}, url = {https://doi.org/10.3390/rs13173350}, year = {2021}, type = {Journal Article} } @article{12360, author = {Falah, S. and Mhawish, A. and Omar, A. H. and Sorek-Hamer, M. and Lyapustin, A. I. and Banerjee, T. and Kizel, F. and Broday, D. M.}, title = {Intercomparison of aerosol types reported as part of aerosol product retrieval over diverse geographic regions}, journal = {Remote Sensing}, volume = {14}, number = {15}, abstract = {This study examines uncertainties in the retrieval of the Aerosol Optical Depth (AOD) for different aerosol types, which are obtained from different satellite-borne aerosol retrieval products over North Africa, California, Germany, and India and Pakistan in the years 2007–2019. In particular, we compared the aerosol types reported as part of the AOD retrieval from MODIS/MAIAC and CALIOP, with the latter reporting richer aerosol types than the former, and from the Ozone Monitoring Instrument (OMI) and MODIS Deep Blue (DB), which retrieve aerosol products at a lower spatial resolution than MODIS/MAIAC. Whereas MODIS and OMI provide aerosol products nearly every day over of the study areas, CALIOP has only a limited surface footprint, which limits using its data products together with aerosol products from other platforms for, e.g., estimation of surface particulate matter (PM) concentrations. In general, CALIOP and MAIAC AOD showed good agreement with the AERONET AOD (r: 0.708, 0.883; RMSE: 0.317, 0.123, respectively), but both CALIOP and MAIAC AOD retrievals were overestimated (36–57%) with respect to the AERONET AOD. The aerosol type reported by CALIOP (an active sensor) and by MODIS/MAIAC (a passive sensor) were examined against aerosol types derived from a combination of satellite data products retrieved by MODIS/DB (Angstrom Exponent, AE) and OMI (Aerosols Index, AI, the aerosol absorption at the UV band). Together, the OMI-DB (AI-AE) classification, which has wide spatiotemporal cover, unlike aerosol types reported by CALIOP or derived from AERONET measurements, was examined as auxiliary data for a better interpretation of the MAIAC aerosol type classification. Our results suggest that the systematic differences we found between CALIOP and MODIS/MAIAC AOD were closely related to the reported aerosol types. Hence, accounting for the aerosol type may be useful when predicting surface PM and may allow for the improved quantification of the broader environmental impacts of aerosols, including on air pollution and haze, visibility, climate change and radiative forcing, and human health. © 2022 by the authors.}, DOI = {10.3390/rs14153667}, url = {https://doi.org/10.3390/rs14153667}, year = {2022}, type = {Journal Article} } @article{12167, author = {Falah, S. and Mhawish, A. and Sorek-Hamer, M. and Lyapustin, A. I. and Kloog, I. and Banerjee, T. and Kizel, F. and Broday, D. M.}, title = {Impact of environmental attributes on the uncertainty in MAIAC/MODIS AOD retrievals—A comparative analysis}, journal = {Atmospheric Environment}, volume = {262}, DOI = {10.1016/j.atmosenv.2021.118659}, url = {https://doi.org/10.1016/j.atmosenv.2021.118659}, year = {2021}, type = {Journal Article} } @article{544, author = {Falkowski, M. J. and Wulder, M. A. and White, J. C. and Gillis, M. D.}, title = {Supporting large-area, sample-based forest inventories with very high spatial resolution satellite imagery}, journal = {Progress in Physical Geography}, volume = {33}, number = {3}, pages = {403–423}, DOI = {10.1177/0309133309342643}, url = {https://doi.org/10.1177/0309133309342643}, year = {2009}, type = {Journal Article} } @article{773, author = {Fang, H. and Liang, S. and Kim, H. Y. and Townshend, J. R. and Schaaf, C.B. L. and Strahler, A. H. and Dickinson, R. E.}, title = {Developing a spatially continuous 1 km surface albedo data set over North America from Terra MODIS products}, journal = {Journal of Geophysical Research Atmospheres}, volume = {112}, number = {20}, DOI = {10.1029/2006JD008377}, url = {https://doi.org/10.1029/2006JD008377}, year = {2007}, type = {Journal Article} } @article{3633, author = {Fang, L. and Hain, C. R. and Zhan, X. and Anderson, M. C.}, title = {An inter-comparison of soil moisture data products from satellite remote sensing and a land surface model}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {48}, pages = {37–50}, DOI = {10.1016/j.jag.2015.10.006}, url = {https://doi.org/10.1016/j.jag.2015.10.006}, year = {2016}, type = {Journal Article} } @article{12325, author = {Fang, L. and Zhan, X. and Kalluri, S. and Yu, P. and Hain, C. and Anderson, M. and Laszlo, I.}, title = {Application of a machine learning algorithm in generating an evapotranspiration data product from coupled thermal infrared and microwave satellite observations}, journal = {Frontiers in Big Data}, volume = {5}, abstract = {Land surface evapotranspiration (ET) is one of the main energy sources for atmospheric dynamics and a critical component of the local, regional, and global water cycles. Consequently, accurate measurement or estimation of ET is one of the most active topics in hydro-climatology research. With massive and spatially distributed observational data sets of land surface properties and environmental conditions being collected from the ground, airborne or space-borne platforms daily over the past few decades, many research teams have started to use big data science to advance the ET estimation methods. The Geostationary satellite Evapotranspiration and Drought (GET-D) product system was developed at the National Oceanic and Atmospheric Administration (NOAA) in 2016 to generate daily ET and drought maps operationally. The primary inputs of the current GET-D system are the thermal infrared (TIR) observations from NOAA GOES satellite series. Because of the cloud contamination to the TIR observations, the spatial coverage of the daily GET-D ET product has been severely impacted. Based on the most recent advances, we have tested a machine learning algorithm to estimate all-weather land surface temperature (LST) from TIR and microwave (MW) combined satellite observations. With the regression tree machine learning approach, we can combine the high accuracy and high spatial resolution of GOES TIR data with the better spatial coverage of passive microwave observations and LST simulations from a land surface model (LSM). The regression tree model combines the three LST data sources for both clear and cloudy days, which enables the GET-D system to derive an all-weather ET product. This paper reports how the all-weather LST and ET are generated in the upgraded GET-D system and provides an evaluation of these LST and ET estimates with ground measurements. The results demonstrate that the regression tree machine learning method is feasible and effective for generating daily ET under all weather conditions with satisfactory accuracy from the big volume of satellite observations. Copyright © 2022 Fang, Zhan, Kalluri, Yu, Hain, Anderson and Laszlo.}, DOI = {10.3389/fdata.2022.768676}, url = {https://doi.org/10.3389/fdata.2022.768676}, year = {2022}, type = {Journal Article} } @misc{12314, author = {Fang, L. and Zhan, X. and Schull, M. and Kalluri, S. and Hain, C. and Anderson, M. and Laszlo, I.}, title = {All-weather daily evapotranspiration data product based on microwave and thermal infrared satellite observations}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6451–6454}, month = {12–16 July 2021}, note = {READY}, abstract = {An operational GOES ET and Drought (GET-D) product system has been developed at NESDIS of NOAA for numerical weather prediction (NWP), national water model validation, and drought monitoring. The GET-D system was generating ET and Evaporative Stress Index (ESI) maps at 8 km spatial resolution using thermal infrared (TIR) observations from the Imagers on GOES-13 and GOES-15 satellites. With the primary operational GOES satellites transitioned to GOES-16 and GOES-17 with the Advanced Baseline Imagers (ABI), the GET-D system is being upgraded to seamlessly generate ET products using ABI observations from GOES-16/17 at high special resolution of up to 2 km. The new ET product will be comprehensively validated using ground ET measurements. Moreover, AMSR2 Ka band observations will be coupled with the GOES TIR channel using machine learning technique to fill in cloudy pixels where current ET retrievals cannot be obtained because of cloud contamination. The all-weather ET product will also be validated against in-situ observations. Preliminary validation results will be presented in this paper. © 2021 IEEE.}, keywords = {evapotranspiration (ET) GOES-R machine learning Evapotranspiration Infrared radiation Remote sensing Satellites Weather forecasting Advanced Baseline Imager Daily evapotranspirations Data products Infrared satellites Numerical weather prediction Product systems Satellite observations Thermal-infrared Drought}, ISBN = {in}, DOI = {10.1109/IGARSS47720.2021.9554948}, url = {https://doi.org/10.1109/IGARSS47720.2021.9554948}, year = {2021}, type = {Conference Paper} } @article{11636, author = {Fang, L. and Zhan, X. and Schull, M. and Kalluri, S. and Laszlo, I. and Yu, P. and Carter, C. and Hain, C. and Anderson, M.}, title = {Evapotranspiration data product from NESDIS GET-D system upgraded for GOES-16 ABI observations}, journal = {Remote Sensing}, volume = {11}, number = {22}, DOI = {10.3390/rs11222639}, url = {https://doi.org/10.3390/rs11222639}, year = {2019}, type = {Journal Article} } @article{11878, author = {Farhad, M. M. and Kaewmanee, M. and Leigh, L. and Helder, D.}, title = {Radiometric cross calibration and validation using 4 angle BRDF model between Landsat 8 and Sentinel 2A}, journal = {Remote Sensing}, volume = {12}, number = {5}, DOI = {10.3390/rs12050806}, url = {https://doi.org/10.3390/rs12050806}, year = {2020}, type = {Journal Article} } @article{542, author = {Farmer, C. J. Q. and Nelson, T. A. and Wulder, M. A. and Derksen, C.}, title = {Spatial-temporal patterns of snow cover in western Canada}, journal = {Canadian Geographer}, volume = {53}, number = {4}, pages = {473–487}, DOI = {10.1111/j.1541-0064.2009.00283.x}, url = {https://doi.org/10.1111/j.1541-0064.2009.00283.x}, year = {2009}, type = {Journal Article} } @article{515, author = {Farmer, C. J. Q. and Nelson, T. A. and Wulder, M. A. and Derksen, C.}, title = {Identification of snow cover regimes through spatial and temporal clustering of satellite microwave brightness temperatures}, journal = {Remote Sensing of Environment}, volume = {114}, number = {1}, pages = {199–210}, DOI = {10.1016/j.rse.2009.09.002}, url = {https://doi.org/10.1016/j.rse.2009.09.002}, year = {2010}, type = {Journal Article} } @article{11834, author = {Farwell, L. S. and Elsen, P. R. and Razenkova, E. and Pidgeon, A. M. and Radeloff, V. C.}, title = {Habitat heterogeneity captured by 30-m resolution satellite image texture predicts bird richness across the United States}, journal = {Ecological Applications}, volume = {30}, number = {8}, DOI = {10.1002/eap.2157}, url = {https://doi.org/10.1002/eap.2157}, year = {2020}, type = {Journal Article} } @article{917, author = {Fassnacht, K. S. and Cohen, W. B. and Spies, T. A.}, title = {Key issues in making and using satellite-based maps in ecology—A primer}, journal = {Forest Ecology and Management}, volume = {222}, number = {1-3}, pages = {167–181}, DOI = {10.1016/j.foreco.2005.09.026}, url = {https://doi.org/10.1016/j.foreco.2005.09.026}, year = {2006}, type = {Journal Article} } @article{3709, author = {Faulkner Burkhart, J. and Kylling, A. and Schaaf, C. B. and Wang, Z. and Bogren, W. and Storvold, R. and Solbø, S. and Pedersen, C. A. and Gerland, S.}, title = {Unmanned aerial system nadir reflectance and MODIS nadir BRDF-adjusted surface reflectances intercompared over Greenland}, journal = {Cryosphere}, volume = {11}, number = {4}, pages = {1575–1589}, DOI = {10.5194/tc-11-1575-2017}, url = {https://doi.org/10.5194/tc-11-1575-2017}, year = {2017}, type = {Journal Article} } @article{3603, author = {Feng, D. and Zhao, Y. and Yu, L. and Li, C. and Wang, J. and Clinton, N. and Bai, Y. and Belward, A.S. and Zhu, Z. and Gong, P.}, title = {Circa 2014 African land-cover maps compatible with FROM-GLC and GLC2000 classification schemes based on multi-seasonal Landsat data}, journal = {International Journal of Remote Sensing}, volume = {37}, number = {19}, pages = {4648–4664}, DOI = {10.1080/01431161.2016.1218090}, url = {https://doi.org/10.1080/01431161.2016.1218090}, year = {2016}, type = {Journal Article} } @article{298, author = {Feng, M. and Huang, C. and Channan, S. and Vermote, E. F. and Masek, J. G. and Townshend, J. R.}, title = {Quality assessment of Landsat surface reflectance products using MODIS data}, journal = {Computers and Geosciences}, volume = {38}, number = {1}, pages = {9–22}, DOI = {10.1016/j.cageo.2011.04.011}, url = {https://doi.org/10.1016/j.cageo.2011.04.011}, year = {2012}, type = {Journal Article} } @article{79, author = {Feng, M. and Sexton, J. O. and Huang, C. and Masek, J. G. and Vermote, E. F. and Gao, F. and Narasimhan, R. and Channan, S. and Wolfe, R. E. and Townshend, J. R.}, title = {Global surface reflectance products from Landsat—Assessment using coincident MODIS observations}, journal = {Remote Sensing of Environment}, volume = {134}, pages = {276–293}, DOI = {10.1016/j.rse.2013.02.031}, url = {https://doi.org/10.1016/j.rse.2013.02.031}, year = {2013}, type = {Journal Article} } @article{12410, author = {Ferrada, G. A. and Zhou, M. and Wang, J. and Lyapustin, A. and Wang, Y. and Freitas, S. R. and Carmichael, G. R.}, title = {Introducing the VIIRS-based Fire Emission Inventory version 0 (VFEIv0)}, journal = {Geoscientific Model Development}, volume = {15}, number = {21}, pages = {8085–8109}, abstract = {A new open biomass burning inventory is presented that relies on the fire radiative power data from the Visible Infrared Imaging Radiometer Suite (VIIRS) on board the Suomi NPP satellite. This VIIRS-based Fire Emission Inventory (VFEI) provides emission data from early 2012 to 2019 for more than 40 species of gases and aerosols at spatial resolutions of around 500 m. We found that VFEI produces similar results when compared to other major inventories in many regions of the world. Additionally, we conducted regional simulations using VFEI with the Weather Research and Forecasting (WRF) model with chemistry (WRF-Chem) for Southern Africa (September 2016) and North America (July-August 2019). We compared aerosol optical depth (AOD) from the model against two observational datasets: the MODIS Multi-Angle Implementation of Atmospheric Correction (MAIAC) product and AErosol RObotic NETwork (AERONET) stations. Results showed good agreement between both simulations and the datasets, with mean AOD biases of around +0.03 for Southern Africa and -0.01 for North America. Both simulations were not only able to reproduce the AOD magnitudes accurately, but also the inter-diurnal variations of smoke concentration. In addition, we made use of the airborne data from the ObseRvations of Aerosols above CLouds and their intEractionS (ORACLES; Southern Africa) and the Fire Influence on Regional to Global Environments Experiment and Air Quality (FIREX-AQ; North America) campaigns to evaluate the simulations. In Southern Africa, results showed correlations higher than 0.77 when comparing carbon monoxide and black carbon. In North America, correlations were lower and biases higher. However, this is because the model was not able to reproduce the timing, shape, and location of individual plumes over complex terrain (Rocky Mountains) during the FIREX-AQ campaign period. Copyright © 2022 Gonzalo A. Ferrada et al.}, DOI = {10.5194/gmd-15-8085-2022}, url = {https://doi.org/10.5194/gmd-15-8085-2022}, year = {2022}, type = {Journal Article} } @article{3297, author = {Fetene, A. and Hilker, T. and Yeshitela, K. and Prasse, R. and Cohen, W.B. and Yang, Z.}, title = {Detecting trends in landuse and landcover change of Nech Sar National Park, Ethiopia}, journal = {Environmental Management}, volume = {57}, number = {1}, pages = {137–147}, DOI = {10.1007/s00267-015-0603-0}, url = {https://doi.org/10.1007/s00267-015-0603-0}, year = {2016}, type = {Journal Article} } @article{3315, author = {Fickas, K. C. and Cohen, W. B. and Yang, Z.}, title = {Landsat-based monitoring of annual wetland change in the Willamette Valley of Oregon, USA from 1972 to 2012}, journal = {Wetlands Ecology and Management}, volume = {24}, number = {1}, pages = {73–92}, DOI = {10.1007/s11273-015-9452-0}, url = {https://doi.org/10.1007/s11273-015-9452-0}, year = {2016}, type = {Journal Article} } @article{8690, author = {Field, D. R. and Voss, P. R. and Kuczenski, T. K. and Hammer, R. B. and Radeloff, V. C.}, title = {Reaffirming social landscape analysis in landscape ecology—A conceptual framework}, journal = {Society and Natural Resources}, volume = {16}, number = {4}, pages = {349–361}, DOI = {10.1080/08941920390178900}, url = {https://doi.org/10.1080/08941920390178900}, year = {2003}, type = {Journal Article} } @article{8539, author = {Filippi, A. M. and Carder, K. L. and Davis, C. O.}, title = {Vicarious calibration of the Ocean PHILLS hyperspectral sensor using a coastal tree-shadow method}, journal = {Geophysical Research Letters}, volume = {33}, number = {22}, DOI = {10.1029/2006GL027073}, url = {https://doi.org/10.1029/2006GL027073}, year = {2006}, type = {Journal Article} } @article{11849, author = {Fisher, J. B. and Lee, B. and Purdy, A. J. and Halverson, G. H. and Dohlen, M. B. and Cawse-Nicholson, K. and Wang, A. and Anderson, R. G. and Aragon, B. and Arain, M. A. and Baldocchi, D. D. and Baker, J. M. and Barral, H. and Bernacchi, C. J. and Bernhofer, C. and Biraud, S. C. and Bohrer, G. and Brunsell, N. and Cappelaere, B. and Castro-Contreras, S. and Chun, J. and Conrad, B. J. and Cremonese, E. and Demarty, J. and Desai, A. R. and De Ligne, A. and Foltýnová, L. and Goulden, M. L. and Griffis, T. J. and Grünwald, T. and Johnson, M. S. and Kang, M. and Kelbe, D. and Kowalska, N. and Lim, J. H. and Maïnassara, I. and McCabe, M. F. and Missik, J. E. C. and Mohanty, B. P. and Moore, C. E. and Morillas, L. and Morrison, R. and Munger, J. W. and Posse, G. and Richardson, A. D. and Russell, E. S. and Ryu, Y. and Sanchez-Azofeifa, A. and Schmidt, M. and Schwartz, E. and Sharp, I. and Šigut, L. and Tang, Y. and Hulley, G. and Anderson, M. and Hain, C. and French, A. and Wood, E. and Hook, S.}, title = {ECOSTRESS—NASA's Next Generation Mission to Measure Evapotranspiration From the International Space Station}, journal = {Water Resources Research}, volume = {56}, number = {4}, DOI = {10.1029/2019WR026058}, url = {https://doi.org/10.1029/2019WR026058}, year = {2020}, type = {Journal Article} } @article{3652, author = {Fisher, J. B. and Melton, F. and Middleton, E. and Hain, C. and Anderson, M.C. and Allen, R.G. and McCabe, M. F. and Hook, S. and Baldocchi, D. and Townsend, P. A. and Kilic, A. and Tu, K. and Miralles, D. D. and Perret, J. and Lagouarde, J. P. and Waliser, D. and Purdy, A. J. and French, A. and Schimel, D. and Famiglietti, J. S. and Stephens, G. and Wood, E. F.}, title = {The future of evapotranspiration—Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources}, journal = {Water Resources Research}, volume = {53}, number = {4}, pages = {2618–2626}, DOI = {10.1002/2016WR020175}, url = {https://doi.org/10.1002/2016WR020175}, year = {2017}, type = {Journal Article} } @article{200, author = {Fitterer, J. L. and Nelson, T. A. and Coops, N. C. and Wulder, M. A.}, title = {Modelling the ecosystem indicators of British Columbia using Earth observation data and terrain indices}, journal = {Ecological Indicators}, volume = {20}, pages = {151–162}, DOI = {10.1016/j.ecolind.2012.02.024}, url = {https://doi.org/10.1016/j.ecolind.2012.02.024}, year = {2012}, type = {Journal Article} } @article{93, author = {Fitterer, J. L. and Nelson, T. A. and Coops, N. C. and Wulder, M. A. and Mahony, N. A.}, title = {Exploring the ecological processes driving geographical patterns of breeding bird richness in British Columbia, Canada}, journal = {Ecological Applications}, volume = {23}, number = {4}, pages = {888–903}, DOI = {10.1890/12-1225.1}, url = {https://doi.org/10.1890/12-1225.1}, year = {2013}, type = {Journal Article} } @article{11770, author = {Flanagan, S. A. and Hurtt, G. C. and Fisk, J. P. and Sahajpal, R. and Hansen, M. C. and Dolan, K. A. and Sullivan, J. H. and Zhao, M.}, title = {Potential vegetation and carbon redistribution in northern North America from climate change}, journal = {Climate}, volume = {4}, number = {1}, DOI = {10.3390/cli4010002}, url = {https://doi.org/10.3390/cli4010002}, year = {2016}, type = {Journal Article} } @article{11502, author = {Flanagan, S. A. and Hurtt, G. C. and Fisk, J. P. and Sahajpal, R. and Zhao, M. and Dubayah, R. and Hansen, M. C. and Sullivan, J. H. and Collatz, G. J.}, title = {Potential transient response of terrestrial vegetation and carbon in northern North America from climate change}, journal = {Climate}, volume = {7}, number = {9}, DOI = {10.3390/cli7090113}, url = {https://doi.org/10.3390/cli7090113}, year = {2019}, type = {Journal Article} } @article{8755, author = {Fleming, G. M. and Wunderle, J. M. and Ewert, D. N. and O'Brien, J. J. and Helmer, E. H.}, title = {Functional attributes of two subtropical shrubs and implications for the distribution and management of endangered bird habitat}, journal = {Journal of Plant Ecology}, volume = {8}, number = {6}, pages = {578–592}, DOI = {10.1093/jpe/rtu036}, url = {https://doi.org/10.1093/jpe/rtu036}, year = {2014}, type = {Journal Article} } @article{415, author = {Flusche, B. M. and Gartley, M. G. and Schott, J. R.}, title = {Assessing the impact of spectral and polarimetric data fusion via simulation to support multimodal sensor system design requirements}, journal = {Journal of Applied Remote Sensing}, volume = {4}, number = {1}, DOI = {10.1117/1.3525590}, url = {https://doi.org/10.1117/1.3525590}, year = {2010}, type = {Journal Article} } @article{423, author = {Flusche, B. M. and Gartley, M. G. and Schott, J. R.}, title = {Defining a process to fuse polarimetric and spectral data for target detection and explore the trade space via simulation}, journal = {Journal of Applied Remote Sensing}, volume = {4}, number = {1}, DOI = {10.1117/1.3516616}, url = {https://doi.org/10.1117/1.3516616}, year = {2010}, type = {Journal Article} } @inbook{3824, author = {Flynn, L. P. and Harris, A. J. L. and Rothery, D. A. and Oppenheimer, C.}, title = {High-spatial-resolution thermal remote sensing of active volcanic features using Landsat and hyperspectral data}, booktitle = {Remote sensing of active volcanism, Geophysical monograph 116}, editor = {Mouginis-Mark, P.J. and Crisp, J.A. and Fink, J.H.}, connective phrase = {High-spatial-resolution thermal remote sensing of active volcanic features using Landsat and hyperspectral data}, publisher = {American Geophysical Union}, place published = {Washington, D.C.}, pages = {161–177}, DOI = {10.1029/GM116p0161}, url = {https://doi.org/10.1029/GM116p0161}, year = {2000}, type = {Book Section} } @article{8454, author = {Flynn, L. P. and Harris, A. J. L. and Wright, R.}, title = {Improved identification of volcanic features using Landsat 7 ETM+}, journal = {Remote Sensing of Environment}, volume = {78}, number = {1–2}, pages = {180–193}, DOI = {10.1016/S0034-4257(01)00258-9}, url = {https://doi.org/10.1016/S0034-4257(01)00258-9}, year = {2001}, type = {Journal Article} } @article{8395, author = {Foga, S. and Scaramuzza, P. L. and Guo, S. and Zhu, Zhe and Dilley, R. D., Jr. and Beckmann, T. and Schmidt, G. L. and Dwyer, J. L. and Joseph Hughes, M. and Laue, B.}, title = {Cloud detection algorithm comparison and validation for operational Landsat data products}, journal = {Remote Sensing of Environment}, volume = {194}, pages = {379–390}, DOI = {10.1016/j.rse.2017.03.026}, url = {https://doi.org/10.1016/j.rse.2017.03.026}, year = {2017}, type = {Journal Article} } @article{11801, author = {Foley, D. J. and Thenkabail, P. S. and Aneece, I. P. and Teluguntla, P. G. and Oliphant, A. J.}, title = {A meta-analysis of global crop water productivity of three leading world crops (wheat, corn, and rice) in the irrigated areas over three decades}, journal = {International Journal of Digital Earth}, volume = {13}, number = {8}, pages = {939–979}, DOI = {10.1080/17538947.2019.1651912}, url = {https://doi.org/10.1080/17538947.2019.1651912}, year = {2020}, type = {Journal Article} } @article{235, author = {Fontana, F. M. A. and Coops, N. C. and Khlopenkov, K. V. and Trishchenko, A. P. and Riffler, M. and Wulder, M. A.}, title = {Generation of a novel 1km NDVI data set over Canada, the northern United States, and Greenland based on historical AVHRR data}, journal = {Remote Sensing of Environment}, volume = {121}, pages = {171–185}, DOI = {10.1016/j.rse.2012.01.007}, url = {https://doi.org/10.1016/j.rse.2012.01.007}, year = {2012}, type = {Journal Article} } @article{3636, author = {Foolad, F. and Franz, T. E. and Wang, T. and Gibson, J. and Kilic, A. and Allen, R. G. and Suyker, A.}, title = {Feasibility analysis of using inverse modeling for estimating field-scale evapotranspiration in maize and soybean fields from soil water content monitoring networks}, journal = {Hydrology and Earth System Sciences}, volume = {21}, number = {2}, pages = {1263–1277}, DOI = {10.5194/hess-21-1263-2017}, url = {https://doi.org/10.5194/hess-21-1263-2017}, year = {2017}, type = {Journal Article} } @misc{3454, author = {Förster, M. and Schmidt, T. and Gärtner, P. and Kleinschmit, B. and Gao, F. and Möller, M.}, title = {Evaluating the temporal stability of synthetically generated time-series for crop types in Central Germany}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, month = {22–24 July 2015}, note = {READY}, DOI = {10.1109/Multi-Temp.2015.7245811}, url = {https://doi.org/10.1109/Multi-Temp.2015.7245811}, year = {2015}, type = {Conference Paper} } @article{401, author = {Fortier, J. and Rogan, J. and Woodcock, C. E. and Runfola, D. M.}, title = {Utilizing temporally invariant calibration sites to classify multiple dates and types of satellite imagery}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {77}, number = {2}, pages = {181–189}, DOI = {10.14358/PERS.77.2.181}, url = {https://doi.org/10.14358/PERS.77.2.181}, year = {2011}, type = {Journal Article} } @article{673, author = {Foster, M. S. and Schott, J. R. and Messinger, D. W.}, title = {Spin-image target detection algorithm applied to low density 3D point clouds}, journal = {Journal of Applied Remote Sensing}, volume = {2}, number = {1}, DOI = {10.1117/1.3002398}, url = {https://doi.org/10.1117/1.3002398}, year = {2008}, type = {Journal Article} } @misc{766, author = {Foster, M. S. and Schott, J. R. and Messinger, D. W. and Raqueño, R.}, title = {Use of lidar data to geometrically-constrain radiance spaces for physics-based target detection}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6661}, month = {28–29 August 2007}, note = {READY}, DOI = {10.1117/12.729488}, url = {https://doi.org/10.1117/12.729488}, year = {2007}, type = {Conference Paper} } @article{3749, author = {Fountain, A. G. and Glenn, B. and Scambos, T. A.}, title = {The changing extent of the glaciers along the western Ross Sea, Antarctica}, journal = {Geology}, volume = {45}, number = {10}, pages = {927–930}, DOI = {10.1130/G39240.1}, url = {https://doi.org/10.1130/G39240.1}, year = {2017}, type = {Journal Article} } @article{1151, author = {Fournier, R. A. and Luther, J. E. and Guindon, L. and Lambert, M. C. and Piercey, D. and Hall, R. J. and Wulder, M. A.}, title = {Mapping aboveground tree biomass at the stand level from inventory information—Test cases in Newfoundland and Quebec}, journal = {Canadian Journal of Forest Research}, volume = {33}, number = {10}, pages = {1846–1863}, DOI = {10.1139/x03-099}, url = {https://doi.org/10.1139/x03-099}, year = {2003}, type = {Journal Article} } @misc{4222, author = {Fox, N. and Aiken, J. and Barnett, J. J. and Briottet, X. and Carvell, R. and Frohlich, C. and Groom, S. B. and Hagolle, O. and Haigh, J. D. and Kieffer, H. H. and Lean, J. and Pollock, D. B. and Quinn, T. and Sandford, M. C. W. and Schaepman, M. and Shine, K. P. and Schmutz, W. K. and Teillet, P. M. and Thome, K. J. and Verstraete, M. M. and Zalewski, E.}, title = {Traceable Radiometry Underpinning Terrestrial- and Helio- Studies (TRUTHS)}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4881}, pages = {395–406}, month = {23–26 September 2002}, note = {READY}, DOI = {10.1117/12.462438}, url = {https://doi.org/10.1117/12.462438}, year = {2002}, type = {Conference Paper} } @article{8764, author = {Fox, N. and Kaiser-Weiss, A. and Schmutz, W. and Thome, K.J. and Young, D. and Wielicki, B. and Winkler, R. and Woolliams, E.}, title = {Accurate radiometry from space—An essential tool for climate studies}, journal = {Philosophical Transactions of the Royal Society A—Mathematical, Physical and Engineering Sciences}, volume = {369}, number = {1953}, pages = {4028–4063}, DOI = {10.1098/rsta.2011.0246}, url = {https://doi.org/10.1098/rsta.2011.0246}, year = {2011}, type = {Journal Article} } @article{12219, author = {Franch, B. and San Bautista, A. and Fita, D. and Rubio, C. and Tarrazó-Serrano, D. and Sánchez, A. and Skakun, S. and Vermote, E. and Becker-Reshef, I. and Uris, A.}, title = {Within-field rice yield estimation based on sentinel-2 satellite data}, journal = {Remote Sensing}, volume = {13}, number = {20}, DOI = {10.3390/rs13204095}, url = {https://doi.org/10.3390/rs13204095}, year = {2021}, type = {Journal Article} } @misc{10998, author = {Franch, B. and Vermote, E. and Skakun, S. and Roger, J. C. and Becker-Reshef, I. and Justice, C.}, title = {Enhancing remote sensing based yield forecasting—Application to winter wheat in United States}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8177–8180}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8517604}, url = {https://doi.org/10.1109/IGARSS.2018.8517604}, year = {2018}, type = {Conference Paper} } @article{11208, author = {Franch, B. and Vermote, E. and Skakun, S. and Roger, J. C. and Masek, J. and Ju, J. and Villaescusa-Nadal, J. L. and Santamaria-Artigas, A.}, title = {A method for Landsat and Sentinel 2 (HLS) BRDF normalization}, journal = {Remote Sensing}, volume = {11}, number = {6}, DOI = {10.3390/rs11060632}, url = {https://doi.org/10.3390/rs11060632}, year = {2019}, type = {Journal Article} } @article{10921, author = {Franch, B. and Vermote, E. and Skakun, S. and Roger, J. C. and Santamaria-Artigas, A. and Villaescusa-Nadal, J. L. and Masek, J.}, title = {Toward Landsat and Sentinel-2 BRDF normalization and albedo estimation—A case study in the Peruvian Amazon Forest}, journal = {Frontiers in Earth Science}, volume = {6}, DOI = {10.3389/feart.2018.00185}, url = {https://doi.org/10.3389/feart.2018.00185}, year = {2018}, type = {Journal Article} } @article{12265, author = {Franch, B. and Vermote, E. and Skakun, S. and Santamaria-Artigas, A. and Kalecinski, N. and Roger, J. C. and Becker-Reshef, I. and Barker, B. and Justice, C. and Sobrino, J. A.}, title = {The ARYA crop yield forecasting algorithm—Application to the main wheat exporting countries}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {104}, abstract = {Wheat is the most important commodity traded in the international food market. Thus, accurate and timely information on wheat production can help mitigate food price fluctuations. Within the existing operational regional and global scale agricultural monitoring systems that provide information on global crop yield and area forecasts, there are still fundamental gaps: #1. Lack of quantitative Earth Observation (EO) derived crop information, #2. Lack of global but detailed (national or subnational level) and timely crop production forecasts and #3. Lack of information on forecast uncertainties. In this study we present the Agriculture Remotely-sensed Yield Algorithm (ARYA) an EO-based method, advancing the state of EO-data application and usage (addressing gap #1) to forecast wheat yield. The algorithm is based on the evolution of the Difference Vegetation Index (DVI) using MODIS data at 1 km resolution and the Growing Degree Days (GDD) from reanalysis data. Additionally, we explore how Land Surface Temperature (LST) can be included into the model and whether this parameter adds any value to the model performance when combined with the optical information. ARYA is implemented at the national and subnational level to forecast winter wheat yield in the main wheat exporting countries of US, Russia, Ukraine, France, Germany, Australia and Argentina from 2001 to 2019 (covering over 70% of wheat exports globally) in a timely manner by providing daily forecasts (addressing gap #2). The results show that ARYA provides yield estimations with RMSE's within 0.3 ± 0.1 t/ha at national level and 0.6 ± 0,1 t/ha at subnational level after Day Of the Year (DOY) 140 (mid May) in the Northern Hemisphere and DOY 280 (beginning of October) in the Southern Hemisphere. This means that ARYA can provide crop yield estimates of wheat yield with 5–15% error at national and 7–20% error at subnational level starting from 2 to 2.5 months prior to harvest. © 2021 The Author(s)}, DOI = {10.1016/j.jag.2021.102552}, url = {https://doi.org/10.1016/j.jag.2021.102552}, year = {2021}, type = {Journal Article} } @misc{12316, author = {Franch, B. and Vermote, E. and Skakun, S. and Santamaria-Artigas, A. and Kalecinski, N. and Roger, J. C. and Becker-Reshef, I. and Barker, B. and Sobrino, J. A. and Justice, C.}, title = {Forecasting wheat yield using remote sensing—The ARYA forecasting system}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6419–6422}, month = {12–16 July 2021}, note = {READY}, abstract = {In this study we present a model to forecast wheat yield based on the evolution of the Difference Vegetation Index (DVI) and the Growing Degree Days (GDD), presented in Franch et al. (2015), but adapted to Franch et al. (2019) model. Additionally, we explore how the Land Surface Temperature (LST) can be included into the model and if this parameter adds any value to the model when combined with the optical information. This study is applied to MODIS data at 1km resolution to monitor the national and state level yield of winter wheat in the United States and Ukraine from 2001 to 2019. © 2021 IEEE}, keywords = {Agriculture DVI LST MODIS wheat yield Forecasting Remote sensing Difference vegetation index Forecasting system Growing degree-days Land surface temperature Optical information Remote-sensing Vegetation index Wheat yield Radiometers}, ISBN = {in}, DOI = {10.1109/IGARSS47720.2021.9554274}, url = {https://doi.org/10.1109/IGARSS47720.2021.9554274}, year = {2021}, type = {Conference Paper} } @article{3243, author = {Franch, B. and Vermote, E. F. and Becker-Reshef, I. and Claverie, M. and Huang, J. and Zhang, J. and Justice, C.O. and Sobrino, J. A.}, title = {Improving the timeliness of winter wheat production forecast in the United States of America, Ukraine and China using MODIS data and NCAR Growing Degree Day information}, journal = {Remote Sensing of Environment}, volume = {161}, pages = {131–148}, DOI = {10.1016/j.rse.2015.02.014}, url = {https://doi.org/10.1016/j.rse.2015.02.014}, year = {2015}, type = {Journal Article} } @article{3163, author = {Franch, B. and Vermote, E. F. and Claverie, M.}, title = {Intercomparison of Landsat albedo retrieval techniques and evaluation against in situ measurements across the US SURFRAD network}, journal = {Remote Sensing of Environment}, volume = {152}, pages = {627–637}, DOI = {10.1016/j.rse.2014.07.019}, url = {https://doi.org/10.1016/j.rse.2014.07.019}, year = {2014}, type = {Journal Article} } @article{3669, author = {Franch, B. and Vermote, E. F. and Roger, J. C. and Murphy, E. and Becker-reshef, I. and Justice, C.O. and Claverie, M. and Nagol, J. and Csiszar, I. and Meyer, D. and Baret, F. and Masuoka, E. and Wolfe, R. and Devadiga, S.}, title = {A 30+ year AVHRR land surface reflectance climate data record and its application to wheat yield monitoring}, journal = {Remote Sensing}, volume = {9}, number = {3}, DOI = {10.3390/rs9030296}, url = {https://doi.org/10.3390/rs9030296}, year = {2017}, type = {Journal Article} } @article{11013, author = {Franch, B. and Vermote, E. F. and Skakun, S. and Roger, J. C. and Becker-Reshef, I. and Murphy, E. and Justice, C.}, title = {Remote sensing based yield monitoring—Application to winter wheat in United States and Ukraine}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {76}, pages = {112–127}, DOI = {10.1016/j.jag.2018.11.012}, url = {https://doi.org/10.1016/j.jag.2018.11.012}, year = {2019}, type = {Journal Article} } @article{123, author = {Franch, B. and Vermote, E. F. and Sobrino, J. A. and Fédèle, E.}, title = {Analysis of directional effects on atmospheric correction}, journal = {Remote Sensing of Environment}, volume = {128}, pages = {276–288}, DOI = {10.1016/j.rse.2012.10.018}, url = {https://doi.org/10.1016/j.rse.2012.10.018}, year = {2013}, type = {Journal Article} } @article{3092, author = {Franch, B. and Vermote, E. F. and Sobrino, J. A. and Julien, Y.}, title = {Retrieval of surface albedo on a daily basis—application to MODIS data}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {52}, number = {12}, pages = {7549 – 7558}, DOI = {10.1109/TGRS.2014.2313842}, url = {https://doi.org/10.1109/TGRS.2014.2313842}, year = {2014}, type = {Journal Article} } @article{12261, author = {Francini, S. and McRoberts, R. E. and D'Amico, G. and Coops, N. C. and Hermosilla, T. and White, J. C. and Wulder, M. A. and Marchetti, M. and Mugnozza, G. S. and Chirici, G.}, title = {An open science and open data approach for the statistically robust estimation of forest disturbance areas}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {106}, abstract = {Forest disturbance monitoring is critical for understanding forest-related greenhouse gas emissions and for determining the role of forest management in mitigating climate change. Multiple algorithms for the automated mapping of forest disturbance using remotely sensed imagery have been developed and applied; however, variability in natural and anthropogenic disturbance phenomena, as well as image acquisition conditions, can result in maps that may be incomplete or that contain inaccuracies that prevent their use for directly estimating areas of disturbance. To reduce errors in reporting disturbance areas, stratified estimators can be applied to obtain statistically robust area estimates, while simultaneously circumventing the need to conduct a complete census or in situations where such a census may not be possible. We present a semi-automated procedure for implementation in Google Earth Engine, 3I3D-GEE, for regional to global mapping of forest disturbance (including clear-cut harvesting, fire, and wind damage) and sample-based estimation of related areas using data from the processing capacity of Google Earth Engine. Documentation for the application is also provided in Appendix A. Using Sentinel-2 (S2) imagery, our procedure was applied and tested for 2018 in Italy for which the approximately 11 million ha of forests (mostly Q. pubescens, Q. robur, Q. cerris, Q. petraea, and Fagus sylvatica) serve as an appropriate case study because national statistics on forest disturbance areas are not available. To decrease the overall standard errors of the area estimates, the sampling intensities in areas where greater variability in the form of greater commission and omission errors are expected can be increased. To this end, we augmented the predicted forest disturbance map with a buffer class consisting of a two-pixel buffer (20 m) on each side of the disturbance class boundary. We selected a reference sample of 19,300 points: a simple random sample of 9,300 points from the buffer and simple random samples of 5000 from each of the undisturbed and disturbed classes. The reference sample was photointerpreted using fine resolution orthophotos (30 cm) and S2 imagery. While the estimate of the disturbed area obtained by adding the areas of pixels classified as disturbed was 41,732 ha, the estimate obtained using the unbiased stratified estimator was 27% greater at 57,717±716 ha. Regarding map accuracy, we found several omission errors in the buffer (53.4%) but none (0%) in the undisturbed map class. Similarly, among the 1035 commission errors, the majority (7 4 4) were in the buffer class. The methods presented herein provide a useful tool that can be used to estimate areas of forest disturbance, which many nations must report as part of their commitment to international conventions and treaties. In addition, the information generated can support forest management, enabling the forest sector to monitor stand-replacing forest harvesting over space and time. © 2021}, DOI = {10.1016/j.jag.2021.102663}, url = {https://doi.org/10.1016/j.jag.2021.102663}, year = {2022}, type = {Journal Article} } @article{12249, author = {Francis, J. and Scambos, T. and Tedesco, M.}, title = {How are reduced Arctic sea ice and increased Greenland melting connected?}, journal = {Arctic, Antarctic, and Alpine Research}, volume = {53}, number = {1}, pages = {225–226}, DOI = {10.1080/15230430.2021.1946243}, url = {https://doi.org/10.1080/15230430.2021.1946243}, year = {2021}, type = {Journal Article} } @article{1372, author = {Franklin, J. and Woodcock, C. E. and Warbington, R.}, title = {Multi-attribute vegetation maps of Forest Service lands in California supporting resource management decisions}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {66}, number = {10}, pages = {1209–1217}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2000journal/october/2000_oct_1209-1217.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2000journal/october/2000_oct_1209-1217.pdf}, year = {2000}, type = {Journal Article} } @article{3370, author = {Franklin, S. E. and Ahmed, O. S. and Wulder, M. A. and White, J. C. and Hermosilla, T. and Coops, N. C.}, title = {Large area mapping of annual land cover dynamics using multitemporal change detection and classification of Landsat time series data}, journal = {Canadian Journal of Remote Sensing}, volume = {41}, number = {4}, pages = {293–314}, DOI = {10.1080/07038992.2015.1089401}, url = {https://doi.org/10.1080/07038992.2015.1089401}, year = {2015}, type = {Journal Article} } @article{10535, author = {Franklin, S. E. and Gerylo, G. R. and Wulder, M. A.}, title = {Texture analysis of IKONOS panchromatic data for Douglas-fir forest age class separability in British Columbia}, journal = {International Journal of Remote Sensing}, volume = {22}, number = {13}, pages = {2627–2632}, DOI = {10.1080/01431160120769}, url = {https://doi.org/10.1080/01431160120769}, year = {2001}, type = {Journal Article} } @article{8639, author = {Franklin, S. E. and Lavigne, M. B. and Deuling, M. A. and Wulder, M. A. and Hunt, E. R., Jr.}, title = {Landsat TM derived forest covertypes for modelling net primary production}, journal = {Canadian Journal of Remote Sensing}, volume = {23}, number = {3}, pages = {243–251}, DOI = {10.1080/07038992.1997.10855206}, url = {https://doi.org/10.1080/07038992.1997.10855206}, year = {1997}, type = {Journal Article} } @article{10543, author = {Franklin, S. E. and Lavigne, M. B. and Deuling, M. J. and Wulder, M. A. and Hunt, E. R.}, title = {Estimation of forest leaf area index using remote sensing and GIS data for modelling net primary production}, journal = {International Journal of Remote Sensing}, volume = {18}, number = {16}, pages = {3459–3471}, DOI = {10.1080/014311697216973}, url = {https://doi.org/10.1080/014311697216973}, year = {1997}, type = {Journal Article} } @article{10619, author = {Franklin, S. E. and Lavigne, M. B. and Wulder, M. A. and Mc Caffrey, T. M.}, title = {Large-area forest structure change detection—An example}, journal = {Canadian Journal of Remote Sensing}, volume = {28}, number = {4}, pages = {588–592}, DOI = {10.5589/m02-048}, url = {https://doi.org/10.5589/m02-048}, year = {2002}, type = {Journal Article} } @article{10615, author = {Franklin, S. E. and Lavigne, M. B. and Wulder, M. A. and Stenhouse, G. B.}, title = {Change detection and landscape structure mapping using remote sensing}, journal = {Forestry Chronicle}, volume = {78}, number = {5}, pages = {618–625}, DOI = {10.5558/tfc78618-5}, url = {https://doi.org/10.5558/tfc78618-5}, year = {2002}, type = {Journal Article} } @article{10527, author = {Franklin, S. E. and McCaffrey, T. M. and Lavigne, M. B. and Wulder, M. A. and Moskal, L. M.}, title = {An ARC/INFO Macro Language (AML) polygon update program (PUP) integrating forest inventory and remotely-sensed data}, journal = {Canadian Journal of Remote Sensing}, volume = {26}, number = {6}, pages = {566–575}, DOI = {10.1080/07038992.2000.10874797}, url = {https://doi.org/10.1080/07038992.2000.10874797}, year = {2000}, type = {Journal Article} } @article{10529, author = {Franklin, S. E. and Moskal, L. M. and McCaffrey, T. M. and Lavigne, M. B. and Wulder, M. A.}, title = {Interpretation of forest harvest conditions in New Brunswick using Landsat TM enhanced wetness difference imagery (EWDI)}, journal = {Canadian Journal of Remote Sensing}, volume = {27}, number = {2}, pages = {118–128}, DOI = {10.1080/07038992.2001.10854926}, url = {https://doi.org/10.1080/07038992.2001.10854926}, year = {2001}, type = {Journal Article} } @article{1260, author = {Franklin, S. E. and Wulder, M. A.}, title = {Remote sensing methods in medium spatial resolution satellite data land cover classification of large areas}, journal = {Progress in Physical Geography}, volume = {26}, number = {2}, pages = {173–205}, DOI = {10.1191/0309133302pp332ra}, url = {https://doi.org/10.1191/0309133302pp332ra}, year = {2002}, type = {Journal Article} } @article{1513, author = {Franklin, S. E. and Wulder, M. A. and Lavigne, M. B.}, title = {Automated derivation of geographic window sizes for use in remote sensing digital image texture analysis}, journal = {Computers and Geosciences}, volume = {22}, number = {6}, pages = {665–673}, DOI = {10.1016/0098-3004(96)00009-X}, url = {https://doi.org/10.1016/0098-3004(96)00009-X}, year = {1996}, type = {Journal Article} } @article{10637, author = {Franklin, S. E. and Wulder, M. A. and Skakun, R. S. and Carroll, A. L.}, title = {Mountain pine beetle red-attack forest damage classification using stratified Landsat TM data in British Columbia, Canada}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {69}, number = {3}, pages = {283–288}, DOI = {10.14358/PERS.69.3.283}, url = {https://doi.org/10.14358/PERS.69.3.283}, year = {2003}, type = {Journal Article} } @misc{2105, author = {Franks, S. and Masek, J.G.}, title = {How many bits? Radiometric resolution as a factor in obtaining forestry information with remotely sensed measurements}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1291–1294}, month = {23–28 July 2007}, note = {READY}, DOI = {10.1109/IGARSS.2007.4423042}, url = {https://doi.org/10.1109/IGARSS.2007.4423042}, year = {2007}, type = {Conference Paper} } @article{2092, author = {Franks, S. and Masek, J. G. and Headley, R. M. K. and Gasch, J. and Arvidson, T.}, title = {Large area scene selection interface (LASSI)—Methodology of selecting Landsat imagery for The Global Land Survey 2005}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {75}, number = {11}, pages = {1287–1296}, DOI = {10.14358/PERS.75.11.1287}, url = {https://doi.org/10.14358/PERS.75.11.1287}, year = {2009}, type = {Journal Article} } @article{2056, author = {Franks, S. and Masek, J. G. and Turner, M. G.}, title = {Monitoring forest regrowth following large scale fire using satellite data—A case study of Yellowstone National Park, USA}, journal = {European Journal of Remote Sensing}, volume = {46}, number = {1}, pages = {561–569}, DOI = {10.5721/EuJRS20134632}, url = {https://doi.org/10.5721/EuJRS20134632}, year = {2013}, type = {Journal Article} } @article{12280, author = {Frantz, D. and Hostert, P. and Rufin, P. and Ernst, S. and Röder, A. and van der Linden, S.}, title = {Revisiting the past—Replicability of a historic long-term vegetation dynamics assessment in the era of big data analytics}, journal = {Remote Sensing}, volume = {14}, number = {3}, abstract = {Open and analysis-ready data, as well as methodological and technical advancements have resulted in an unprecedented capability for observing the Earth’s land surfaces. Over 10 years ago, Landsat time series analyses were inevitably limited to a few expensive images from carefully selected acquisition dates. Yet, such a static selection may have introduced uncertainties when spatial or inter-annual variability in seasonal vegetation growth were large. As seminal pre-open-data-era papers are still heavily cited, variations of their workflows are still widely used, too. Thus, here we quantitatively assessed the level of agreement between an approach using carefully selected images and a state-of-the-art analysis that uses all available images. We reproduced a representative case study from the year 2003 that for the first time used annual Landsat time series to assess long-term vegetation dynamics in a semi-arid Mediterranean ecosystem in Crete, Greece. We replicated this assessment using all available data paired with a time series method based on land surface phenology metrics. Results differed fundamentally because the volatile timing of statically selected images relative to the phenological cycle introduced systematic uncertainty. We further applied lessons learned to arrive at a more nuanced and information-enriched vegetation dynamics description by decomposing vegetation cover into woody and herbaceous components, followed by a syndrome-based classification of change and trend parameters. This allowed for a more reliable interpretation of vegetation changes and even permitted us to disentangle certain land-use change processes with opposite trajectories in the vegetation components that were not observable when solely analyzing total vegetation cover. The long-term budget of net cover change revealed that vegetation cover of both components has increased at large and that this process was mainly driven by gradual processes. We conclude that study designs based on static image selection strategies should be critically evaluated in the light of current data availability, analytical capabilities, and with regards to the ecosystem under investigation. We recommend using all available data and taking advantage of phenology-based approaches that remove the selection bias and hence reduce uncertainties in results. © 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/).}, DOI = {10.3390/rs14030597}, url = {https://doi.org/10.3390/rs14030597}, year = {2022}, type = {Journal Article} } @article{12036, author = {Frantz, D. and Schug, F. and Okujeni, A. and Navacchi, C. and Wagner, W. and van der Linden, S. and Hostert, P.}, title = {National-scale mapping of building height using Sentinel-1 and Sentinel-2 time series}, journal = {Remote Sensing of Environment}, volume = {252}, DOI = {10.1016/j.rse.2020.112128}, url = {https://doi.org/10.1016/j.rse.2020.112128}, year = {2021}, type = {Journal Article} } @article{10840, author = {Frantz, D. and Stellmes, M. and Hostert, P.}, title = {A global MODIS water vapor database for the operational atmospheric correction of historic and recent Landsat imagery}, journal = {Remote Sensing}, volume = {11}, number = {3}, DOI = {10.3390/rs11030257}, url = {https://doi.org/10.3390/rs11030257}, year = {2019}, type = {Journal Article} } @article{399, author = {Frazer, G. W. and Magnussen, S. and Wulder, M. A. and Niemann, K. O.}, title = {Simulated impact of sample plot size and co-registration error on the accuracy and uncertainty of LiDAR-derived estimates of forest stand biomass}, journal = {Remote Sensing of Environment}, volume = {115}, number = {2}, pages = {636–649}, DOI = {10.1016/j.rse.2010.10.008}, url = {https://doi.org/10.1016/j.rse.2010.10.008}, year = {2011}, type = {Journal Article} } @article{985, author = {Frazer, G. W. and Wulder, M. A. and Niemann, K. O.}, title = {Simulation and quantification of the fine-scale spatial pattern and heterogeneity of forest canopy structure—A lacunarity-based method designed for analysis of continuous canopy heights}, journal = {Forest Ecology and Management}, volume = {214}, number = {1–3}, pages = {65–90}, DOI = {10.1016/j.foreco.2005.03.056}, url = {https://doi.org/10.1016/j.foreco.2005.03.056}, year = {2005}, type = {Journal Article} } @article{3375, author = {Frazier, R. J. and Coops, N. C. and Wulder, M. A.}, title = {Boreal Shield forest disturbance and recovery trends using Landsat time series}, journal = {Remote Sensing of Environment}, volume = {170}, pages = {317–327}, DOI = {10.1016/j.rse.2015.09.015}, url = {https://doi.org/10.1016/j.rse.2015.09.015}, year = {2015}, type = {Journal Article} } @article{3790, author = {Frazier, R. J. and Coops, N. C. and Wulder, M. A. and Hermosilla, T. and White, J. C.}, title = {Analyzing spatial and temporal variability in short-term rates of post-fire vegetation return from Landsat time series}, journal = {Remote Sensing of Environment}, volume = {205}, pages = {32–45}, DOI = {10.1016/j.rse.2017.11.007}, url = {https://doi.org/10.1016/j.rse.2017.11.007}, year = {2018}, type = {Journal Article} } @article{3081, author = {Frazier, R. J. and Coops, N. C. and Wulder, M. A. and Kennedy, R.E.}, title = {Characterization of aboveground biomass in an unmanaged boreal forest using Landsat temporal segmentation metrics}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {92}, pages = {137–146}, DOI = {10.1016/j.isprsjprs.2014.03.003}, url = {https://doi.org/10.1016/j.isprsjprs.2014.03.003}, year = {2014}, type = {Journal Article} } @article{379, author = {Frederiksen, H. D. and Allen, R. G.}, title = {A common basis for analysis, evaluation and comparison of offstream water uses}, journal = {Water International}, volume = {36}, number = {3}, pages = {266–282}, DOI = {10.1080/02508060.2011.580449}, url = {https://doi.org/10.1080/02508060.2011.580449}, year = {2011}, type = {Journal Article} } @article{8075, author = {Freeborn, P. H. and Wooster, M. J. and Roy, D. P. and Cochrane, M. A.}, title = {Quantification of MODIS fire radiative power (FRP) measurement uncertainty for use in satellite-based active fire characterization and biomass burning estimation}, journal = {Geophysical Research Letters}, volume = {41}, number = {6}, pages = {1988–1994}, DOI = {10.1002/2013GL059086}, url = {https://doi.org/10.1002/2013GL059086}, year = {2014}, type = {Journal Article} } @article{934, author = {French, A. N. and Jacob, F. and Anderson, M. C. and Kustas, W. P. and Timmermans, W. and Gieske, A. and Su, Z. and Su, H. and McCabe, M. F. and Li, F. and Prueger, J. and Brunsell, N.}, title = {Erratum—Surface energy fluxes with the Advanced Spaceborne Thermal Emission and Reflection radiometer (ASTER) at the Iowa 2002 SMACEX site (USA) (Remote Sensing of Environment (2005) 99:1 (55-65) DOI—10.1016/j.rse.2005.05. 015)}, journal = {Remote Sensing of Environment}, volume = {99}, number = {4}, pages = {471–471}, DOI = {10.1016/j.rse.2005.10.001}, url = {https://doi.org/10.1016/j.rse.2005.10.001}, year = {2005}, type = {Journal Article} } @article{953, author = {French, A. N. and Jacob, F. and Anderson, M. C. and Kustas, W. P. and Timmermans, W. and Gieske, A. and Su, Z. and Su, H. and McCabe, M. F. and Li, F. and Prueger, J. and Brunsell, N.}, title = {Surface energy fluxes with the Advanced Spaceborne Thermal Emission and Reflection radiometer (ASTER) at the Iowa 2002 SMACEX site (USA)}, journal = {Remote Sensing of Environment}, volume = {99}, number = {1–2}, pages = {55–65}, DOI = {10.1016/j.rse.2005.05.015}, url = {https://doi.org/10.1016/j.rse.2005.05.015}, year = {2005}, type = {Journal Article} } @article{1147, author = {French, A. N. and Norman, J. M. and Anderson, M. C.}, title = {A simple and fast atmospheric correction for spaceborne remote sensing of surface temperature}, journal = {Remote Sensing of Environment}, volume = {87}, number = {2–3}, pages = {326–333}, DOI = {10.1016/j.rse.2003.08.001}, url = {https://doi.org/10.1016/j.rse.2003.08.001}, year = {2003}, type = {Journal Article} } @article{233, author = {Fricker, G. A. and Saatchi, S. S. and Meyer, V. and Gillespie, T. W. and Sheng, Y.}, title = {Application of semi-automated filter to improve waveform lidar sub-canopy elevation model}, journal = {Remote Sensing}, volume = {4}, number = {6}, pages = {1494–1518}, DOI = {10.3390/rs4061494}, url = {https://doi.org/10.3390/rs4061494}, year = {2012}, type = {Journal Article} } @article{3213, author = {Fricker, H. A. and Carter, S. P. and Bell, R. E. and Scambos, T.A.}, title = {Active lakes of recovery ice stream, East Antarctica—A bedrock-controlled subglacial hydrological system}, journal = {Journal of Glaciology}, volume = {60}, number = {223}, pages = {1015–1030}, DOI = {10.3189/2014JoG14J063}, url = {https://doi.org/10.3189/2014JoG14J063}, year = {2014}, type = {Journal Article} } @article{567, author = {Fricker, H. A. and Coleman, R. and Padman, L. and Scambos, T. A. and Bohlander, J. and Brunt, K. M.}, title = {Mapping the grounding zone of the Amery Ice Shelf, East Antarctica using InSAR, MODIS and ICESat}, journal = {Antarctic Science}, volume = {21}, number = {5}, pages = {515–532}, DOI = {10.1017/S095410200999023X}, url = {https://doi.org/10.1017/S095410200999023X}, year = {2009}, type = {Journal Article} } @article{582, author = {Fricker, H. A. and Scambos, T.A.}, title = {Connected subglacial lake activity on lower Mercer and Whillans Ice Streams, West Antarctica, 2003-2008}, journal = {Journal of Glaciology}, volume = {55}, number = {190}, pages = {303–315}, DOI = {10.3189/002214309788608813}, url = {https://doi.org/10.3189/002214309788608813}, year = {2009}, type = {Journal Article} } @article{819, author = {Fricker, H. A. and Scambos, T.A. and Bindschadler, R.A. and Padman, L.}, title = {An active subglacial water system in West Antarctica mapped from space}, journal = {Science}, volume = {315}, number = {5818}, pages = {1544–1548}, DOI = {10.1126/science.1136897}, url = {https://doi.org/10.1126/science.1136897}, year = {2007}, type = {Journal Article} } @article{482, author = {Fricker, H. A. and Scambos, T.A. and Carter, S. and Davis, C. and Haran, T. and Joughin, I.}, title = {Synthesizing multiple remote-sensing techniques for subglacial hydrologic mapping—Application to a lake system beneath MacAyeal Ice Stream, West Antarctica}, journal = {Journal of Glaciology}, volume = {56}, number = {196}, pages = {187–199}, DOI = {10.3189/002214310791968557}, url = {https://doi.org/10.3189/002214310791968557}, year = {2010}, type = {Journal Article} } @article{3407, author = {Fricker, H. A. and Siegfried, M. R. and Carter, S. P. and Scambos, T. A.}, title = {A decade of progress in observing and modeling Antarctic subglacial water systems}, journal = {Philosophical Transactions of the Royal Society A—Mathematical, Physical and Engineering Sciences}, volume = {374}, number = {2059}, DOI = {10.1098/rsta.2014.0294}, url = {https://doi.org/10.1098/rsta.2014.0294}, year = {2016}, type = {Journal Article} } @article{1207, author = {Friedl, M. A. and McIver, D. K. and Hodges, J. C. F. and Zhang, X. Y. and Muchoney, D. and Strahler, A. H. and Woodcock, C. E. and Gopal, S. and Schneider, A. and Cooper, A. and Baccini, A. and Gao, F. and Schaaf, C.B.}, title = {Global land cover mapping from MODIS—Algorithms and early results}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {287–302}, DOI = {10.1016/S0034-4257(02)00078-0}, url = {https://doi.org/10.1016/S0034-4257(02)00078-0}, year = {2002}, type = {Journal Article} } @misc{10150, author = {Friedl, M. A. and McIver, D. K. and Zhang, X. Y. and Hodges, J. C. F. and Schnieder, A. and Bacinni, A. and Strahler, A. H. and Cooper, A. and Gao, F. and Schaaf, C.B. and Liu, W.}, title = {Global land cover classification results from MODIS}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {733–735}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976618}, url = {https://doi.org/10.1109/IGARSS.2001.976618}, year = {2001}, type = {Conference Paper} } @article{10542, author = {Friedl, M. A. and Woodcock, C.E. and Gopal, S. and Muchoney, D. and Strahler, A. H. and Barker-Schaaf, C.B.}, title = {A note on procedures used for accuracy assessment in land cover maps derived from AVHRR data}, journal = {International Journal of Remote Sensing}, volume = {21}, number = {5}, pages = {1073–1077}, DOI = {10.1080/014311600210434}, url = {https://doi.org/10.1080/014311600210434}, year = {2000}, type = {Journal Article} } @article{8909, author = {Friedrich, K. and Grossman, R. L. and Huntington, J.L. and Blanken, P. D. and Lenters, J. and Holman, K. D. and Gochis, D. and Livneh, B. and Prairie, J. and Skeie, E. and Healey, N. C. and Dahm, K. and Pearson, C. and Finnessey, T. and Hook, S. J. and KowaLsKi, T.}, title = {Reservoir evaporation in the Western United States}, journal = {Bulletin of the American Meteorological Society}, volume = {99}, number = {1}, pages = {167–187}, DOI = {10.1175/BAMS-D-15-00224.1}, url = {https://doi.org/10.1175/BAMS-D-15-00224.1}, year = {2018}, type = {Journal Article} } @article{3365, author = {Friis, C. and Nielsen, J. Ø and Otero, I. and Haberl, H. and Niewöhner, J. and Hostert, P.}, title = {From teleconnection to telecoupling—Taking stock of an emerging framework in land system science}, journal = {Journal of Land Use Science}, volume = {11}, number = {2}, pages = {131–153}, DOI = {10.1080/1747423X.2015.1096423}, url = {https://doi.org/10.1080/1747423X.2015.1096423}, year = {2016}, type = {Journal Article} } @article{8835, author = {Fritz, S. and See, L. and McCallum, I. and You, L. and Bun, A. and Moltchanova, E. and Duerauer, M. and Albrecht, F. and Schill, C. and Perger, C. and Havlik, P. and Mosnier, A. and Thornton, P. and Wood-Sichra, U. and Herrero, M. and Becker-Reshef, I. and Justice, C.O. and Hansen, M.C. and Gong, P. and Abdel Aziz, S. and Cipriani, A. and Cumani, R. and Cecchi, G. and Conchedda, G. and Ferreira, S. and Gomez, A. and Haffani, M. and Kayitakire, F. and Malanding, J. and Mueller, R. and Newby, T. and Nonguierma, A. and Olusegun, A. and Ortner, S. and Rajak, D. R. and Rocha, J. and Schepaschenko, D. and Schepaschenko, M. and Terekhov, A. and Tiangwa, A. and Vancutsem, C. and Vintrou, E. and Wenbin, W. and van der Velde, M. and Dunwoody, A. and Kraxner, F. and Obersteiner, M.}, title = {Mapping global cropland and field size}, journal = {Global Change Biology}, volume = {21}, number = {5}, pages = {1980–1992}, DOI = {10.1111/gcb.12838}, url = {https://doi.org/10.1111/gcb.12838}, year = {2015}, type = {Journal Article} } @article{8072, author = {Fritz, S. and See, L. and You, L. and Justice, C.O. and Becker-Reshef, I. and Bydekerke, L. and Cumani, R. and Defourny, P. and Erb, K. and Foley, J. and Gilliams, S. and Gong, P. and Hansen, M.C. and Hertel, T. and Herold, M. and Herrero, M. and Kayitakire, F. and Latham, J. and Leo, O. and McCallum, I. and Obersteiner, M. and Ramankutty, N. and Rocha, J. and Tang, H. and Thornton, P. and Vancutsem, C. and Van Der Velde, M. and Wood, S. and Woodcock, C.E.}, title = {The need for improved maps of global Cropland}, journal = {Eos}, volume = {94}, number = {3}, pages = {31–32}, DOI = {10.1002/2013EO030006}, url = {https://doi.org/10.1002/2013EO030006}, year = {2013}, type = {Journal Article} } @article{8559, author = {Fritz, S. and You, L. and Bun, A. and See, L. and McCallum, I. and Schill, C. and Perger, C. and Liu, J. and Hansen, M.C. and Obersteiner, M.}, title = {Cropland for sub-Saharan Africa—A synergistic approach using five land cover data sets}, journal = {Geophysical Research Letters}, volume = {38}, number = {4}, DOI = {10.1029/2010GL046213}, url = {https://doi.org/10.1029/2010GL046213}, year = {2011}, type = {Journal Article} } @article{8095, author = {Fuentes, M. M. P. B. and Gredzens, C. and Bateman, B. L. and Boettcher, R. and Ceriani, S. A. and Godfrey, M. H. and Helmers, D. and Ingram, D. K. and Kamrowski, R. L. and Pate, M. and Pressey, R. L. and Radeloff, V. C.}, title = {Conservation hotspots for marine turtle nesting in the United States based on coastal development}, journal = {Ecological Applications}, volume = {26}, number = {8}, pages = {2706–2717}, DOI = {10.1002/eap.1386}, url = {https://doi.org/10.1002/eap.1386}, year = {2016}, type = {Journal Article} } @article{10662, author = {Gaffney, R. and Porensky, L. M. and Gao, F. and Irisarri, J. G. and Durante, M. and Derner, J. D. and Augustine, D. J.}, title = {Using APAR to predict aboveground plant productivity in semi-aid rangelands—Spatial and temporal relationships differ}, journal = {Remote Sensing}, volume = {10}, number = {9}, DOI = {10.3390/rs10091474}, url = {https://doi.org/10.3390/rs10091474}, year = {2018}, type = {Journal Article} } @article{8802, author = {Galbraith, A. E. and Theiler, J. and Thome, K. J. and Ziolkowski, R. W.}, title = {Resolution enhancement of multilook imagery for the multispectral thermal imager}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {43}, number = {9}, pages = {1964–1976}, DOI = {10.1109/TGRS.2005.853569}, url = {https://doi.org/10.1109/TGRS.2005.853569}, year = {2005}, type = {Journal Article} } @article{11958, author = {Galiatsatos, N. and Donoghue, D. N. M. and Watt, P. and Bholanath, P. and Pickering, J. and Hansen, M. C. and Mahmood, A. R. J.}, title = {An assessment of global forest change datasets for national forest monitoring and reporting}, journal = {Remote Sensing}, volume = {12}, number = {11}, DOI = {10.3390/rs12111790}, url = {https://doi.org/10.3390/rs12111790}, year = {2020}, type = {Journal Article} } @article{1063, author = {Gallant, A. L. and Loveland, T. R. and Sohl, T. L. and Napton, D. E.}, title = {Using an ecoregion framework to analyze land-cover and land-use dynamics}, journal = {Environmental Management}, volume = {34}, number = {S 1}, pages = {S89–110}, DOI = {10.1007/s00267-003-0145-3}, url = {https://doi.org/10.1007/s00267-003-0145-3}, year = {2004}, type = {Journal Article} } @article{2153, author = {Gallo, K. and Ji, L. and Reed, B. and Dwyer, J.L. and Eidenshink, J.}, title = {Comparison of MODIS and AVHRR 16-day normalized difference vegetation index composite data}, journal = {Geophysical Research Letters}, volume = {31}, number = {7}, pages = {L07502 1–4}, DOI = {10.1029/2003GL019385}, url = {https://doi.org/10.1029/2003GL019385}, year = {2004}, type = {Journal Article} } @article{2152, author = {Gallo, K. and Ji, L. and Reed, B. and Eidenshink, J. and Dwyer, J.L.}, title = {Multi-platform comparisons of MODIS and AVHRR normalized difference vegetation index data}, journal = {Remote Sensing of Environment}, volume = {99}, number = {3}, pages = {221–231}, DOI = {10.1016/j.rse.2005.08.014}, url = {https://doi.org/10.1016/j.rse.2005.08.014}, year = {2005}, type = {Journal Article} } @article{9128, author = {Gallo, K. and Stensaas, G. and Dwyer, J.L. and Longhenry, R.}, title = {A Land Product Characterization System for comparative analysis of satellite data and products}, journal = {Remote Sensing}, volume = {10}, number = {1}, DOI = {10.3390/rs10010048}, url = {https://doi.org/10.3390/rs10010048}, year = {2018}, type = {Journal Article} } @inbook{8047, author = {Ganguly, S. and Basu, S. and Nemani, R.R. and Mukhopadhyay, S. and Michaelis, A. and Votava, P. and Milesi, C. and Kumar, U.}, title = {Deep learning for very high-resolution imagery classification}, booktitle = {Large-scale machine learning in the Earth sciences}, editor = {Srivastava, A. N. and Nemani, R. and Steinhaeuser, K.}, connective phrase = {Deep learning for very high-resolution imagery classification}, publisher = {Chapman and Hall/CRC}, place published = {New York, N.Y.}, chapter = {chap. 7}, pages = {113–130}, DOI = {10.4324%2F9781315371740-7}, url = {https://doi.org/10.4324%2F9781315371740-7}, year = {2017}, type = {Book Section} } @misc{2269, author = {Ganguly, S. and Nemani, R. R. and Knyazikhin, Y. and Wang, W. and Hashimoto, H. and Votava, P. and Michaelis, A. and Milesi, C. and Dungan, J. L. and Melton, F. S. and Myneni, R. B.}, title = {A physically based approach in retrieving vegetation leaf area index from Landsat surface reflectance data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, month = {14–16 June 2010}, note = {READY}, DOI = {10.1109/WHISPERS.2010.5594875}, url = {https://doi.org/10.1109/WHISPERS.2010.5594875}, year = {2010}, type = {Conference Paper} } @article{216, author = {Ganguly, S. and Nemani, R. R. and Zhang, G. and Hashimoto, H. and Milesi, C. and Michaelis, A. and Wang, W. and Votava, P. and Samanta, A. and Melton, F. and Dungan, J. L. and Vermote, E.F. and Gao, F. and Knyazikhin, Y. and Myneni, R. B.}, title = {Generating global Leaf Area Index from Landsat—Algorithm formulation and demonstration}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {185–202}, DOI = {10.1016/j.rse.2011.10.032}, url = {https://doi.org/10.1016/j.rse.2011.10.032}, year = {2012}, type = {Journal Article} } @article{2287, author = {Ganguly, S. and Samanta, A. and Schull, M. A. and Shabanov, N. V. and Milesi, C. and Nemani, R. R. and Knyazikhin, Y. and Myneni, R. B.}, title = {Generating vegetation leaf area index Earth system data record from multiple sensors. Part 2—Implementation, analysis and validation}, journal = {Remote Sensing of Environment}, volume = {112}, number = {12}, pages = {4318–4332}, DOI = {10.1016/j.rse.2008.07.013}, url = {https://doi.org/10.1016/j.rse.2008.07.013}, year = {2008}, type = {Journal Article} } @article{2286, author = {Ganguly, S. and Schull, M. A. and Samanta, A. and Shabanov, N. V. and Milesi, C. and Nemani, R. R. and Knyazikhin, Y. and Myneni, R. B.}, title = {Generating vegetation leaf area index earth system data record from multiple sensors. Part 1—Theory}, journal = {Remote Sensing of Environment}, volume = {112}, number = {12}, pages = {4333–4343}, DOI = {10.1016/j.rse.2008.07.014}, url = {https://doi.org/10.1016/j.rse.2008.07.014}, year = {2008}, type = {Journal Article} } @misc{4891, author = {Gao, B. C. and Davis, C. O. and Goetz, A. F. H.}, title = {A review of atmospheric correction techniques for hyperspectral remote sensing of land surfaces and ocean color}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1979–1981}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.512}, url = {https://doi.org/10.1109/IGARSS.2006.512}, year = {2006}, type = {Conference Paper} } @article{8341, author = {Gao, B. C. and Montes, M. J. and Davis, C. O. and Goetz, A. F. H.}, title = {Atmospheric correction algorithms for hyperspectral remote sensing data of land and ocean}, journal = {Remote Sensing of Environment}, volume = {113}, number = {S1}, pages = {S17–S24}, DOI = {10.1016/j.rse.2007.12.015}, url = {https://doi.org/10.1016/j.rse.2007.12.015}, year = {2009}, type = {Journal Article} } @inbook{3285, author = {Gao, F.}, title = {Integrating Landsat with MODIS products for vegetation monitoring}, booktitle = {Satellite-based applications on climate change}, editor = {Qu, J. and Powell, A. and Sivakumar, M.V.K.}, connective phrase = {Integrating Landsat with MODIS products for vegetation monitoring}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, pages = {247–261}, DOI = {10.1007/978-94-007-5872-8_16}, url = {https://doi.org/10.1007/978-94-007-5872-8_16}, year = {2013}, type = {Book Section} } @misc{11560, author = {Gao, F. and Anderson, M.}, title = {Evaluating yield variability of corn and soybean using Landsat-8, Sentinel-2 and MODIS in Google Earth Engine}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7286–7289}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS.2019.8897990}, url = {https://doi.org/10.1109/IGARSS.2019.8897990}, year = {2019}, type = {Conference Paper} } @article{10658, author = {Gao, F. and Anderson, M. and Daughtry, C. and Johnson, D.}, title = {Assessing the variability of corn and soybean yields in central Iowa using high spatiotemporal resolution multi-satellite imagery}, journal = {Remote Sensing}, volume = {10}, number = {9}, DOI = {10.3390/rs10091489}, url = {https://doi.org/10.3390/rs10091489}, year = {2018}, type = {Journal Article} } @article{11882, author = {Gao, F. and Anderson, M. and Daughtry, C. and Karnieli, A. and Hively, D. and Kustas, W.}, title = {A within-season approach for detecting early growth stages in corn and soybean using high temporal and spatial resolution imagery}, journal = {Remote Sensing of Environment}, volume = {242}, DOI = {10.1016/j.rse.2020.111752}, url = {https://doi.org/10.1016/j.rse.2020.111752}, year = {2020}, type = {Journal Article} } @article{12056, author = {Gao, F. and Anderson, M. C. and Hively, W. D.}, title = {Detecting cover crop end-of-season using VENµS and Sentinel-2 satellite imagery}, journal = {Remote Sensing}, volume = {12}, number = {21}, DOI = {10.3390/rs12213524}, url = {https://doi.org/10.3390/rs12213524}, year = {2020}, type = {Journal Article} } @article{12266, author = {Gao, F. and Anderson, M. C. and Johnson, D. M. and Seffrin, R. and Wardlow, B. and Suyker, A. and Diao, C. and Browning, D. M.}, title = {Towards routine mapping of crop emergence within the season using the harmonized Landsat and Sentinel-2 dataset}, journal = {Remote Sensing}, volume = {13}, number = {24}, abstract = {Crop emergence is a critical stage for crop development modeling, crop condition monitoring, and biomass accumulation estimation. Green-up dates (or the start of the season) detected from remote sensing time series are related to, but generally lag, crop emergence dates. In this paper, we refine the within-season emergence (WISE) algorithm and extend application to five Corn Belt states (Iowa, Illinois, Indiana, Minnesota, and Nebraska) using routine harmonized Landsat and Sentinel-2 (HLS) data from 2018 to 2020. Green-up dates detected from the HLS time series were assessed using field observations and near-surface measurements from PhenoCams. Statistical descriptions of green-up dates for corn and soybeans were generated and compared to county-level planting dates and district- to state-level crop emergence dates reported by the National Agricultural Statistics Service (NASS). Results show that emergence dates for corn and soybean can be reliably detected within the season using the HLS time series acquired during the early growing season. Compared to observed crop emergence dates, green-up dates from HLS using WISE were ~3 days later at the field scale (30-m). The mean absolute difference (MAD) was ~7 days and the root mean square error (RMSE) was ~9 days. At the state level, the mean differences between median HLS green-up date and median crop emergence date were within 2 days for 2018-2020. At this scale, MAD was within 4 days, and RMSE was less than 5 days for both corn and soybeans. The R-squares were 0.73 and 0.87 for corn and soybean, respectively. The 2019 late emergence of crops in Corn Belt states (1-4 weeks to five-year average) was captured by HLS green-up date retrievals. This study demonstrates that routine within-season mapping of crop emergence/green-up at the field scale is practicable over large regions using operational satellite data. The green-up map derived from HLS during the growing season provides valuable information on spatial and temporal variability in crop emergence that can be used for crop monitoring and refining agricultural statistics used in broad-scale modeling efforts. © 2021 by the author.}, DOI = {10.3390/rs13245074}, url = {https://doi.org/10.3390/rs13245074}, year = {2021}, type = {Journal Article} } @article{1, author = {Gao, F. and Anderson, M. C. and Kustas, W. P. and Houborg, R.}, title = {Retrieving leaf area index from Landsat using MODIS LAI products and field measurements}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {11}, number = {4}, pages = {773–777}, DOI = {10.1109/LGRS.2013.2278782}, url = {https://doi.org/10.1109/LGRS.2013.2278782}, year = {2014}, type = {Journal Article} } @misc{3574, author = {Gao, F. and Anderson, M. C. and Xie, D.}, title = {Spatial and temporal information fusion for crop condition monitoring}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3579–3582}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7729927}, url = {https://doi.org/10.1109/IGARSS.2016.7729927}, year = {2016}, type = {Conference Paper} } @article{3619, author = {Gao, F. and Anderson, M. C. and Zhang, X. and Yang, Z. and Alfieri, J. G. and Kustas, W. P. and Mueller, R. and Johnson, D. M. and Prueger, J. H.}, title = {Toward mapping crop progress at field scales through fusion of Landsat and MODIS imagery}, journal = {Remote Sensing of Environment}, volume = {188}, pages = {9–25}, DOI = {10.1016/j.rse.2016.11.004}, url = {https://doi.org/10.1016/j.rse.2016.11.004}, year = {2017}, type = {Journal Article} } @article{3646, author = {Gao, F. and de Colstoun, E. B. and Ma, R. and Weng, Q. and Masek, J. G. and Chen, J. and Pan, Y. and Song, C.}, title = {Mapping impervious surface expansion using medium-resolution satellite image time series—A case study in the Yangtze River Delta, China}, journal = {International Journal of Remote Sensing}, volume = {33}, number = {24}, pages = {7609–7628}, DOI = {10.1080/01431161.2012.700424}, url = {https://doi.org/10.1080/01431161.2012.700424}, year = {2012}, type = {Journal Article} } @article{3173, author = {Gao, F. and He, T. and Masek, J. G. and Shuai, Y. and Schaaf, C. B. and Wang, Z.}, title = {Angular effects and correction for medium resolution sensors to support crop monitoring}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {7}, number = {11}, DOI = {10.1109/JSTARS.2014.2343592}, url = {https://doi.org/10.1109/JSTARS.2014.2343592}, year = {2014}, type = {Journal Article} } @article{3379, author = {Gao, F. and Hilker, T. and Zhu, X. and Anderson, M.C. and Masek, J.G. and Wang, P. and Yang, Y.}, title = {Fusing Landsat and MODIS data for vegetation monitoring}, journal = {IEEE Geoscience and Remote Sensing Magazine}, volume = {3}, number = {3}, pages = {47–60}, DOI = {10.1109/MGRS.2015.2434351}, url = {https://doi.org/10.1109/MGRS.2015.2434351}, year = {2015}, type = {Journal Article} } @article{1233, author = {Gao, F. and Jin, Y. and Li, X. and Schaaf, C. B. and Strahler, A. H.}, title = {Bidirectional NDVI and atmospherically resistant BRDF inversion for vegetation canopy}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {40}, number = {6}, pages = {1269–1278}, DOI = {10.1109/TGRS.2002.800241}, url = {https://doi.org/10.1109/TGRS.2002.800241}, year = {2002}, type = {Journal Article} } @article{175, author = {Gao, F. and Kustas, W. P. and Anderson, M. C.}, title = {A data mining approach for sharpening thermal satellite imagery over land}, journal = {Remote Sensing}, volume = {4}, number = {11}, pages = {3287–3319}, DOI = {10.3390/rs4113287}, url = {https://doi.org/10.3390/rs4113287}, year = {2012}, type = {Journal Article} } @misc{10171, author = {Gao, F. and Li, Xiaowen and Strahler, Alan and Schaaf, C. B.}, title = {Acquiring a priori knowledge from ground and spaceborne BRDF measurements}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {718–720}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.861681}, url = {https://doi.org/10.1109/IGARSS.2000.861681}, year = {2000}, type = {Conference Paper} } @article{10558, author = {Gao, F. and Li, X. and Strahler, A. and Schaaf, C.B.}, title = {Evaluation of the litransit kernel for BRDF modeling}, journal = {Remote Sensing Reviews}, volume = {19}, number = {1–4}, pages = {205–224}, DOI = {10.1080/02757250009532419}, url = {https://doi.org/10.1080/02757250009532419}, year = {2000}, type = {Journal Article} } @misc{2107, author = {Gao, F. and Masek, J. G.}, title = {Mapping wildland fire scar using fused Landsat and MODIS surface reflectance}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4172–4175}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.1070}, url = {https://doi.org/10.1109/IGARSS.2006.1070}, year = {2006}, type = {Conference Paper} } @misc{5103, author = {Gao, F. and Masek, J. G.}, title = {Normalizing ASTER data using MODIS products for land cover classification}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {ISPRS Archives Vol. XXXVII, Pt. B7}, pages = {1209–1213}, month = {3–11 July 2008}, note = {READY}, DOI = {http://www.isprs.org/proceedings/XXXVII/congress/7_pdf/6_WG-VII-6/28.pdf}, url = {http://www.isprs.org/proceedings/XXXVII/congress/7_pdf/6_WG-VII-6/28.pdf}, year = {2008}, type = {Conference Paper} } @misc{5337, author = {Gao, F. and Masek, J. G. and Pan, Y. and Wu, L. and Bounoua, L.}, title = {Mapping continuous urbanization from multi-temporal moderate resolution sensors—A case study on Yangtze Delta, China}, volume = {Proceedings}, pages = {291–298}, month = {28–30 July 2009}, note = {READY}, year = {2009}, type = {Conference Paper} } @article{2111, author = {Gao, F. and Masek, J.G. and Schwaller, M. and Hall, F.}, title = {On the blending of the Landsat and MODIS surface reflectance—Predicting daily Landsat surface reflectance}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {44}, number = {8}, pages = {2207–2218}, DOI = {10.1109/TGRS.2006.872081}, url = {https://doi.org/10.1109/TGRS.2006.872081}, year = {2006}, type = {Journal Article} } @article{533, author = {Gao, F. and Masek, J.G. and Wolfe, R. E.}, title = {Automated registration and orthorectification package for Landsat and Landsat-like data processing}, journal = {Journal of Applied Remote Sensing}, volume = {3}, number = {1}, DOI = {10.1117/1.3104620}, url = {https://doi.org/10.1117/1.3104620}, year = {2009}, type = {Journal Article} } @article{418, author = {Gao, F. and Masek, J. G. and Wolfe, R. E. and Huang, C.}, title = {Building a consistent medium resolution satellite data set using moderate resolution imaging spectroradiometer products as reference}, journal = {Journal of Applied Remote Sensing}, volume = {4}, number = {1}, DOI = {10.1117/1.3430002}, url = {https://doi.org/10.1117/1.3430002}, year = {2010}, type = {Journal Article} } @misc{2085, author = {Gao, F. and Masek, J. G. and Wolfe, R. E. and Tan, B.}, title = {Normalizing Landsat and ASTER data using MODIS data products for forest change detection}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3206–3209}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5650978}, url = {https://doi.org/10.1109/IGARSS.2010.5650978}, year = {2010}, type = {Conference Paper} } @misc{10023, author = {Gao, F. and Schaaf, C.B. and Jin, Y. and Lucht, W. and Strahler, A.}, title = {Deriving albedo from coupled MERIS and MODIS surface products}, publisher = {European Space Agency}, volume = {Proceedings}, pages = {191–206}, month = {10–14 November 2003}, note = {READY}, DOI = {https://ntrs.nasa.gov/search.jsp?R=20040070915}, url = {https://ntrs.nasa.gov/search.jsp?R=20040070915}, year = {2004}, type = {Conference Paper} } @article{1163, author = {Gao, F. and Schaaf, C. B. and Strahler, A. H. and Jin, Y. and Li, X.}, title = {Detecting vegetation structure using a kernel-based BRDF model}, journal = {Remote Sensing of Environment}, volume = {86}, number = {2}, pages = {198–205}, DOI = {10.1016/S0034-4257(03)00100-7}, url = {https://doi.org/10.1016/S0034-4257(03)00100-7}, year = {2003}, type = {Journal Article} } @article{1299, author = {Gao, F. and Schaaf, C. B. and Strahler, A. H. and Lucht, W.}, title = {Using a multikernel least-variance approach to retrieve and evaluate albedo from limited bidirectional measurements}, journal = {Remote Sensing of Environment}, volume = {76}, number = {1}, pages = {57–66}, DOI = {10.1016/S0034-4257(00)00192-9}, url = {https://doi.org/10.1016/S0034-4257(00)00192-9}, year = {2001}, type = {Journal Article} } @article{1017, author = {Gao, F. and Schaaf, C. B. and Strahler, A. H. and Roesch, A. and Lucht, W. and Dickinson, R.}, title = {MODIS bidirectional reflectance distribution function and albedo Climate Modeling Grid products and the variability of albedo major global vegetation types}, journal = {Journal of Geophysical Research Atmospheres}, volume = {110}, number = {1}, pages = {1–13}, DOI = {10.1029/2004JD005190}, url = {https://doi.org/10.1029/2004JD005190}, year = {2005}, type = {Journal Article} } @misc{2048, author = {Gao, F. and Shuai, Y. and He, T. and Schaaf, C. B. and Masek, J. G. and Wang, Z.}, title = {Influence of angular effects and adjustment on medium resolution sensors for crop monitoring}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {296–301}, month = {12–16 August 2013}, note = {READY}, DOI = {10.1109/Argo-Geoinformatics.2013.6621925}, url = {https://doi.org/10.1109/Argo-Geoinformatics.2013.6621925}, year = {2013}, type = {Conference Paper} } @misc{2060, author = {Gao, F. and Wang, P. and Masek, J.G.}, title = {Integrating remote sensing data from multiple optical sensors for ecological and crop condition monitoring}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8869}, month = {26–29 August 2013}, note = {READY}, DOI = {10.1117/12.2023417}, url = {https://doi.org/10.1117/12.2023417}, year = {2013}, type = {Conference Paper} } @article{11969, author = {Gao, F. and Wang, Y. and Zhang, Y.}, title = {Evaluation of the Crosta method for the retrieval of water quality parameters from remote sensing data in the Pearl River Estuary}, journal = {Water Quality Research Journal of Canada}, volume = {55}, number = {2}, pages = {209–220}, DOI = {10.2166/wqrj.2020.024}, url = {https://doi.org/10.2166/wqrj.2020.024}, year = {2020}, type = {Journal Article} } @misc{12369, author = {Gao, R. and Alsina, M. M. and Torres-Rua, A. F. and Hipps, L. and Kustas, W. P. and White, W. A. and Anderson, M. and Alfieri, J. and Dokoozlian, N. and Nieto, H. and Gao, F. and McKee, L. G. and Prueger, J. H. and Sanchez, L. and McElrone, A. J. and Ortiz, N. B. and Coopmans, C. and Gowing, I.}, title = {Exploratory analysis of vineyard leaf water potential against sUAS multispectral and temperature information}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12114}, month = {6–12 June 2022}, note = {READY}, abstract = {Leaf water potential (Ψl) in vineyards and orchards is a well-known indicator of plant water status and stress and it is commonly used by growers to make immediate crop and water management decisions. However, Ψl measurement via the direct method presents challenges as it is labor and time intensive and represents leaf-level conditions for only a small sampling of the vineyard or orchard block. Models are existed for vegetation water status prediction by using optical and thermal images. Considering this, a small unmanned aerial system (sUAS) can potentially collect those data and help to build a predictive model at a high resolution. In this study, we identify relationships and trends of vineyard Ψl and sUAS imagery at different times of the day and throughout the growing season in California. This study examines aerial and ground measurements collected by the Grape Remote sensing Atmospheric Profile and Evapotranspiration eXperiment (GRAPEX) program over a period of eight years across California to build multivariable models for real time water status prediction. This preliminary analysis looks at spatial and temporal trends using a stepwise regression between leaf-level Ψl measurements and sUAS optical, thermal, and elevation data to identify potential predictors of Ψl, thus enabling mapping of Ψl at the scale of individual grapevines across the block. Such predictive models could be used to map the spatial variability in Ψl across multiple blocks during the growing season and at critical phenological stages in real time and improve the targeting of irrigation applications for vineyards and other perennial crops. © 2022 SPIE.}, keywords = {California vineyards High-resolution imagery Irrigation water needs Leaf water potential Precision agriculture Pressure bomb Stepwise regression sUAS Antennas Crops Irrigation Optical remote sensing Orchards Water management Water supply California California vineyard High resolution imagery Irrigation water need Irrigation waters Small unmanned aerial system Unmanned aerial systems Water needs}, ISBN = {in}, DOI = {10.1117/12.2622995}, url = {https://doi.org/10.1117/12.2622995}, year = {2022}, type = {Conference Paper} } @misc{3232, author = {Gao, W. and Hu, J. and Li, Y. and Qiu, H. and Yuan, Z. and Gao, F. and Duan, Z. and Suzuki, T. and Ohishi, Y.}, title = {Supercontinuum generation in two kinds of chalcogenide microstructured optical fibers}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9270}, month = {9–11 October 2014}, note = {READY}, DOI = {10.1117/12.2073353}, url = {https://doi.org/10.1117/12.2073353}, year = {2014}, type = {Conference Paper} } @article{1071, author = {Garcia, M. and Raes, D. and Allen, R.G. and Herbas, C.}, title = {Dynamics of reference evapotranspiration in the Bolivian highlands (Altiplano)}, journal = {Agricultural and Forest Meteorology}, volume = {125}, number = {1–2}, pages = {67–82}, DOI = {10.1016/j.agrformet.2004.03.005}, url = {https://doi.org/10.1016/j.agrformet.2004.03.005}, year = {2004}, type = {Journal Article} } @article{9103, author = {Gardner, A. S. and Moholdt, G. and Scambos, T.A. and Fahnstock, M. and Ligtenberg, S. and Van Den Broeke, M. and Nilsson, J.}, title = {Increased West Antarctic and unchanged East Antarctic ice discharge over the last 7 years}, journal = {Cryosphere}, volume = {12}, number = {2}, pages = {521–547}, DOI = {10.5194/tc-12-521-2018}, url = {https://doi.org/10.5194/tc-12-521-2018}, year = {2018}, type = {Journal Article} } @article{10693, author = {Gardner, M. A. and Morton, C. G. and Huntington, J. L. and Niswonger, R. G. and Henson, W. R.}, title = {Input data processing tools for the integrated hydrologic model GSFLOW}, journal = {Environmental Modelling and Software}, volume = {109}, pages = {41–53}, DOI = {10.1016/j.envsoft.2018.07.020}, url = {https://doi.org/10.1016/j.envsoft.2018.07.020}, year = {2018}, type = {Journal Article} } @misc{4439, author = {Garland, W. C. and Biggar, S. F. and Zalewski, E. F. and Thome, K. J.}, title = {Optical correction for multiple back reflections in an automated spectroradiometric measurement system}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5159}, pages = {82–90}, month = {6–7 August 2003}, note = {READY}, DOI = {10.1117/12.505082}, url = {https://doi.org/10.1117/12.505082}, year = {2004}, type = {Conference Paper} } @article{8872, author = {Garma, R. J. D. and Schott, J. R. and Fiete, R. D. and Qiao, J. and McKeown, D.}, title = {Image quality modeling and characterization of Nyquist-sampled framing sensors with operational considerations for remote sensing}, journal = {Optical Engineering}, volume = {56}, number = {1}, DOI = {10.1117/1.OE.56.1.013102}, url = {https://doi.org/10.1117/1.OE.56.1.013102}, year = {2017}, type = {Journal Article} } @article{132, author = {Gartley, M. and Schott, J.R.}, title = {Serendipitous imaging of space objects with the advanced land imager}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {6}, number = {2}, pages = {440–445}, DOI = {10.1109/JSTARS.2012.2222874}, url = {https://doi.org/10.1109/JSTARS.2012.2222874}, year = {2013}, type = {Journal Article} } @misc{761, author = {Gartley, M. G. and Brown, S. D. and Goodenough, A. D. and Sanders, N. J. and Schott, J. R.}, title = {Polarimetric scene modeling in the thermal infrared}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6682}, month = {29–30 August 2007}, note = {READY}, DOI = {10.1117/12.740528}, url = {https://doi.org/10.1117/12.740528}, year = {2007}, type = {Conference Paper} } @misc{703, author = {Gartley, M. G. and Brown, S. D. and Schott, J. R.}, title = {Micro-scale surface and contaminate modeling for polarimetric signature prediction}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6972}, month = {18–19 March 2008}, note = {READY}, DOI = {10.1117/12.801904}, url = {https://doi.org/10.1117/12.801904}, year = {2008}, type = {Conference Paper} } @misc{678, author = {Gartley, M. G. and Schott, J. R. and Brown, S. 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I.}, title = {Advancements in the Aerosol Robotic Network (AERONET) Version 3 database - Automated near-real-time quality control algorithm with improved cloud screening for Sun photometer aerosol optical depth (AOD) measurements}, journal = {Atmospheric Measurement Techniques}, volume = {12}, number = {1}, pages = {169–209}, DOI = {10.5194/amt-12-169-2019}, url = {https://doi.org/10.5194/amt-12-169-2019}, year = {2019}, type = {Journal Article} } @article{655, author = {Gillanders, S. N. and Coops, N. C. and Wulder, M. A. and Gergel, S. E. and Nelson, T.}, title = {Multitemporal remote sensing of landscape dynamics and pattern change—Describing natural and anthropogenic trends}, journal = {Progress in Physical Geography}, volume = {32}, number = {5}, pages = {503–528}, DOI = {10.1177/0309133308098363}, url = {https://doi.org/10.1177/0309133308098363}, year = {2008}, type = {Journal Article} } @article{638, author = {Gillanders, S. N. and Coops, N. C. and Wulder, M. A. and Goodwin, N. R.}, title = {Application of Landsat satellite imagery to monitor land-cover changes at the Athabasca Oil Sands, Alberta, Canada}, journal = {Canadian Geographer}, volume = {52}, number = {4}, pages = {466–485}, DOI = {10.1111/j.1541-0064.2008.00225.x}, url = {https://doi.org/10.1111/j.1541-0064.2008.00225.x}, year = {2008}, type = {Journal Article} } @article{8114, author = {Gimmi, U. and Radeloff, V. C.}, title = {Assessing naturalness in northern great lakes forests based on historical land-cover and vegetation changes}, journal = {Environmental Management}, volume = {52}, number = {2}, pages = {481–492}, DOI = {10.1007/s00267-013-0102-0}, url = {https://doi.org/10.1007/s00267-013-0102-0}, year = {2013}, type = {Journal Article} } @article{8282, author = {Gimmi, U. and Schmidt, S. L. and Hawbaker, T. J. and Alcántara, C. and Gafvert, U. and Radeloff, V. C.}, title = {Increasing development in the surroundings of U.S. National Park Service holdings jeopardizes park effectiveness}, journal = {Journal of Environmental Management}, volume = {92}, number = {1}, pages = {229–239}, DOI = {10.1016/j.jenvman.2010.09.006}, url = {https://doi.org/10.1016/j.jenvman.2010.09.006}, year = {2011}, type = {Journal Article} } @article{9023, author = {Giree, N. and Stehman, S. V. and Potapov, P. and Hansen, M. C.}, title = {A sample-based forest monitoring strategy using Landsat, AVHRR and MODIS data to estimate gross forest cover loss in malaysia between 1990 and 2005}, journal = {Remote Sensing}, volume = {5}, number = {4}, pages = {1842–1855}, DOI = {10.3390/rs5041842}, url = {https://doi.org/10.3390/rs5041842}, year = {2013}, type = {Journal Article} } @article{408, author = {Giri, C. and Ochieng, E. and Tieszen, L. L. and Zhu, Z. and Singh, A. and Loveland, T.R. and Masek, J.G. and Duke, N.}, title = {Status and distribution of mangrove forests of the world using earth observation satellite data}, journal = {Global Ecology and Biogeography}, volume = {20}, number = {1}, pages = {154–159}, DOI = {10.1111/j.1466-8238.2010.00584.x}, url = {https://doi.org/10.1111/j.1466-8238.2010.00584.x}, year = {2011}, type = {Journal Article} } @article{23, author = {Giri, C. and Pengra, B. and Long, J. and Loveland, T. R.}, title = {Next generation of global land cover characterization, mapping, and monitoring}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {25}, number = {1}, pages = {30–37}, DOI = {10.1016/j.jag.2013.03.005}, url = {https://doi.org/10.1016/j.jag.2013.03.005}, year = {2013}, type = {Journal Article} } @article{8778, author = {Gitas, I. Z. and Chuvieco, E. and Justice, C.O.}, title = {Introduction to the issue on wildland fires and biomass burning}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {1}, number = {4}, pages = {218–219}, DOI = {10.1109/JSTARS.2009.2014093}, url = {https://doi.org/10.1109/JSTARS.2009.2014093}, year = {2008}, type = {Journal Article} } @article{2068, author = {Gitelson, A. A. and Peng, Y. and Masek, J. G. and Rundquist, D. C. and Verma, S. and Suyker, A. and Baker, J. M. and Hatfield, J. L. and Meyers, T.}, title = {Remote estimation of crop gross primary production with Landsat data}, journal = {Remote Sensing of Environment}, volume = {121}, pages = {404–414}, DOI = {10.1016/j.rse.2012.02.017}, url = {https://doi.org/10.1016/j.rse.2012.02.017}, year = {2012}, type = {Journal Article} } @article{2099, author = {Gitelson, A. A. and Viña, A. and Masek, J. G. and Verma, S. B. and Suyker, A. E.}, title = {Synoptic monitoring of gross primary productivity of maize using Landsat data}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {5}, number = {2}, pages = {133–137}, DOI = {10.1109/LGRS.2008.915598}, url = {https://doi.org/10.1109/LGRS.2008.915598}, year = {2008}, type = {Journal Article} } @article{572, author = {Glasser, N. F. and Kulessa, B. and Luckman, A. and Jansen, D. and King, E. C. and Sammonds, P. R. and Scambos, T. A. and Jezek, K. C.}, title = {Surface structure and stability of the Larsen C ice shelf, Antarctic Peninsula}, journal = {Journal of Glaciology}, volume = {55}, number = {191}, pages = {400–410}, DOI = {10.3189/002214309788816597}, url = {https://doi.org/10.3189/002214309788816597}, year = {2009}, type = {Journal Article} } @article{723, author = {Glasser, N. F. and Scambos, T. A.}, title = {A structural glaciological analysis of the 2002 Larsen B ice-shelf collapse}, journal = {Journal of Glaciology}, volume = {54}, number = {184}, pages = {3–16}, DOI = {10.3189/002214308784409017}, url = {https://doi.org/10.3189/002214308784409017}, year = {2008}, type = {Journal Article} } @article{356, author = {Glasser, N. F. and Scambos, T. A. and Bohlander, J. and Truffer, M. and Pettit, E. and Davies, B. J.}, title = {From ice-shelf tributary to tidewater glacier—Continued rapid recession, acceleration and thinning of Röhss Glacier following the 1995 collapse of the Prince Gustav Ice Shelf, Antarctic Peninsula}, journal = {Journal of Glaciology}, volume = {57}, number = {203}, pages = {397–406}, DOI = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.453.3484&rep=rep1&type=pdf}, url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.453.3484&rep=rep1&type=pdf}, year = {2011}, type = {Journal Article} } @article{12338, author = {Gleason, S. and Cherniak, I. and Zakharenkova, I. and Hunt, D. and Sokolovskiy, S. and Freesland, D. and Krimchansky, A. and McCorkel, J. and Coulter, L. and Ramsey, G. and Chapel, J.}, title = {The first atmospheric radio occultation profiles from a GPS receiver in geostationary orbit}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {19}, abstract = {This letter will present the first radio occultation (RO) electron density profiles of Earth's atmosphere generated from a global positioning system (GPS) receiver in a geostationary orbit. The GPS receivers on the geostationary operational environmental satellites (GOES)-16 (R) and GOES-17 (S) satellites track GPS signals propagated through the Earth's atmosphere and can be used to estimate electron density profiles. RO profiles from geosynchronous orbit hold the potential to generate unique temporal and spatial atmospheric measurements complementary to those from the ground and low Earth orbit (LEO) space-based receivers, including limb observations of the upper atmosphere at altitudes above traditional low Earth-orbiting RO satellites. This letter will present details of the GOES satellite GPS receivers and the limitations and challenges in generating RO profiles with its current hardware and software configuration. Following, the temporal and geospatial coverage for each of the GOES satellites will be presented, quantifying the frequency and number of GPS signals tracked down to sufficiently low enough altitudes to provide useful atmospheric information. Next, the data processing required to generate excess phase and electron density profiles will be described and demonstrated using two examples of GOES profiles. Subsequently, these two example GOES RO profiles will be compared to and calibrated with an ionospheric model, compared with co-located profiles from the LEO constellation observing system for meteorology ionosphere and climate-2 (COSMIC-2) constellation and a ground-based ionosonde. © 2004-2012 IEEE.}, DOI = {10.1109/LGRS.2022.3185828}, url = {https://doi.org/10.1109/LGRS.2022.3185828}, year = {2022}, type = {Journal Article} } @article{12283, author = {Go, S. and Lyapustin, A. and Schuster, G. L. and Choi, M. and Ginoux, P. and Chin, M. and Kalashnikova, O. and Dubovik, O. and Kim, J. and Da Silva, A. and Holben, B. and Reid, J. S.}, title = {Inferring iron-oxide species content in atmospheric mineral dust from DSCOVR EPIC observations}, journal = {Atmospheric Chemistry and Physics}, volume = {22}, number = {2}, pages = {1395–1423}, abstract = {The iron-oxide content of dust in the atmosphere and most notably its apportionment between hematite (α-Fe2O3) and goethite (α-FeOOH) are key determinants in quantifying dust's light absorption, its top of atmosphere ultraviolet (UV) radiances used for dust monitoring, and ultimately shortwave dust direct radiative effects (DREs). Hematite and goethite column mass concentrations and iron-oxide mass fractions of total dust mass concentration were retrieved from the Deep Space Climate Observatory (DSCOVR) Earth Polychromatic Imaging Camera (EPIC) measurements in the ultraviolet-visible (UV-Vis) channels. The retrievals were performed for dust-identified aerosol plumes over land using aerosol optical depth (AOD) and the spectral imaginary refractive index provided by the Multi-Angle Implementation of Atmospheric Correction (MAIAC) algorithm over six continental regions (North America, North Africa, West Asia, Central Asia, East Asia, and Australia). The dust particles are represented as an internal mixture of non-Absorbing host and absorbing hematite and goethite. We use the Maxwell Garnett effective medium approximation with carefully selected complex refractive indices of hematite and goethite that produce mass fractions of iron-oxide species consistent with in situ values found in the literature to derive the hematite and goethite volumetric/mass concentrations from MAIAC EPIC products. We compared the retrieved hematite and goethite concentrations with in situ dust aerosol mineralogical content measurements, as well as with published data. Our data display variations within the published range of hematite, goethite, and iron-oxide mass fractions for pure-mineral-dust cases. A specific analysis is presented for 15 sites over the main dust-source regions. Sites in the central Sahara, Sahel, and Middle East exhibit a greater temporal variability of iron oxides relative to other sites. The Niger site (13.52ggN, 2.63ggE) is dominated by goethite over the Harmattan season with a median of g1/4g2 weight percentage (wtg%) of iron oxide. The Saudi Arabia site (27.49ggN, 41.98ggE) over the Middle East also exhibited a surge of goethite content with the beginning of the shamal season. The Sahel dust is richer in iron oxide than Saharan and northern China dust except in summer. The Bodélé Depression area shows a distinctively lower iron-oxide concentration (g1/4g1gwtg%) throughout the year. Finally, we show that EPIC data allow the constraining of the hematite refractive index. Specifically, we select 5 out of 13 different hematite refractive indices that are widely variable in published laboratory studies by constraining the iron-oxide mass ratio to the known measured values. The provided climatology of hematite and goethite mass fractions across the main dust regions of Earth will be useful for dust shortwave DRE studies and climate modeling. © Copyright:}, DOI = {10.5194/acp-22-1395-2022}, url = {https://doi.org/10.5194/acp-22-1395-2022}, year = {2022}, type = {Journal Article} } @article{462, author = {Gobron, N. and Belward, A.S. and Pinty, B. and Knorr, W.}, title = {Monitoring biosphere vegetation 1998-2009}, journal = {Geophysical Research Letters}, volume = {37}, number = {15}, DOI = {10.1029/2010GL043870}, url = {https://doi.org/10.1029/2010GL043870}, year = {2010}, type = {Journal Article} } @misc{540, author = {Gobron, N. and Jung, M. and Belward, A.S. and Mélin, F. and Pinty, B. and Robustelli, M. and Taberner, M.}, title = {Overview and relevance of the ESA-JRC FAPAR products for land applications}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {21–24}, month = {4–9 May 2009}, note = {READY}, year = {2009}, type = {Conference Paper} } @article{11590, author = {Gobron, N. and Marioni, M. and Robustelli, M. and Vermote, E.}, title = {Can we use the QA4ECV black-sky fraction of absorbed photosynthetically active radiation (FAPAR) using AVHRR surface reflectance to assess terrestrial global change?}, journal = {Remote Sensing}, volume = {11}, number = {24}, DOI = {10.3390/rs11243055}, url = {https://doi.org/10.3390/rs11243055}, year = {2019}, type = {Journal Article} } @article{888, author = {Gobron, N. and Pinty, B. and Aussedat, O. and Chen, J. M. and Cohen, W. B. and Fensholt, R. and Gond, V. and Huemmrich, K. F. and Lavergne, T. and Mélin, F. and Privette, J. L. and Sandholt, I. and Taberner, M. and Turner, D. P. and Verstraete, M. M. and Widlowski, J. L.}, title = {Evaluation of fraction of absorbed photosynthetically active radiation products for different canopy radiation transfer regimes—Methodology and results using Joint Research Center products derived from SeaWiFS against ground-based estimations}, journal = {Journal of Geophysical Research Atmospheres}, volume = {111}, number = {13}, DOI = {10.1029/2005JD006511}, url = {https://doi.org/10.1029/2005JD006511}, year = {2006}, type = {Journal Article} } @article{1002, author = {Gobron, N. and Pinty, B. and Mélin, F. and Taberner, M. and Verstraete, M. M. and Belward, A.S. and Lavergne, T. and Widlowski, J. L.}, title = {The state of vegetation in Europe following the 2003 drought}, journal = {International Journal of Remote Sensing}, volume = {26}, number = {9}, pages = {2013–2020}, DOI = {10.1080/01431160412331330293}, url = {https://doi.org/10.1080/01431160412331330293}, year = {2005}, type = {Journal Article} } @article{10992, author = {Godoy, M. M. and Martinuzzi, S. and Kramer, H. A. and Defossé, G. E. and Argañaraz, J. and Radeloff, V. C.}, title = {Rapid WUI growth in a natural amenity-rich region in central-western Patagonia, Argentina}, journal = {International Journal of Wildland Fire}, volume = {28}, number = {7}, pages = {473–484}, DOI = {10.1071/WF18097}, url = {https://doi.org/10.1071/WF18097}, year = {2019}, type = {Journal Article} } @misc{3988, author = {Goetz, A. F. H.}, title = {Progress in hyperspectral imaging of vegetation}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10301}, month = {5–8 November 2000}, note = {READY}, DOI = {10.1117/12.420098}, url = {https://doi.org/10.1117/12.420098}, year = {2001}, type = {Conference Paper} } @article{8340, author = {Goetz, A. F. H.}, title = {Three decades of hyperspectral remote sensing of the Earth—A personal view}, journal = {Remote Sensing of Environment}, volume = {113}, number = {S1}, pages = {S5–S16}, DOI = {10.1016/j.rse.2007.12.014}, url = {https://doi.org/10.1016/j.rse.2007.12.014}, year = {2009}, type = {Journal Article} } @article{8055, author = {Goetz, A. F. H.}, title = {Measuring the Earth from above—30 years (and counting) of hyperspectral imaging}, journal = {Photonics Spectra}, volume = {45}, number = {6}, pages = {42–47}, DOI = {https://www.photonicsspectra-digital.com/photonicsspectra/201106?pg=42#pg42}, url = {https://www.photonicsspectra-digital.com/photonicsspectra/201106?pg=42#pg42}, year = {2011}, type = {Journal Article} } @misc{7658, author = {Goetz, A. F. H. and Boardman, J. W. and Kindel, B. C. and Heidebrecht, K. B.}, title = {Atmospheric corrections—On deriving surface reflectance from hyperspectral imagers}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3118}, pages = {14–22}, month = {27 July–1 August 1997}, note = {READY}, DOI = {10.1117/12.283831}, url = {https://doi.org/10.1117/12.283831}, year = {1997}, type = {Conference Paper} } @article{8102, author = {Goetz, A. F. H. and Chabrillat, S. and Lu, Z.}, title = {Field reflectance spectrometry for detection of swelling clays at construction sites}, journal = {Field Analytical Chemistry and Technology}, volume = {5}, number = {3}, pages = {143–155}, DOI = {10.1002/fact.1015}, url = {https://doi.org/10.1002/fact.1015}, year = {2001}, type = {Journal Article} } @article{8093, author = {Goetz, A. F. H. and Curtiss, B.}, title = {Hyperspectral imaging of the earth—Remote analytical chemistry in an uncontrolled environment}, journal = {Field Analytical Chemistry and Technology}, volume = {1}, number = {2}, pages = {67–76}, DOI = {10.1002/(SICI)1520-6521(1996)1:2<67::AID-FACT2>3.0.CO;2-B}, url = {https://doi.org/10.1002/(SICI)1520-6521(1996)1:2<67::AID-FACT2>3.0.CO;2-B}, year = {1996}, type = {Journal Article} } @article{8318, author = {Goetz, A. F. H. and Curtiss, B. and Shiley, D. A.}, title = {Rapid gangue mineral concentration measurement over conveyors by NIR reflectance spectroscopy}, journal = {Minerals Engineering}, volume = {22}, number = {5}, pages = {490–499}, DOI = {10.1016/j.mineng.2008.12.013}, url = {https://doi.org/10.1016/j.mineng.2008.12.013}, year = {2009}, type = {Journal Article} } @misc{4096, author = {Goetz, A. F. H. and Ferri, M. and Kindel, B. and Qu, Z.}, title = {Atmospheric correction of Hyperion data and techniques for dynamic scene correction}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1408–1410}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1026132}, url = {https://doi.org/10.1109/IGARSS.2002.1026132}, year = {2002}, type = {Conference Paper} } @misc{4353, author = {Goetz, A. F. H. and Franklin Evans, K. and Ferri, M.}, title = {Removing thin cirrus cloud effects in Hyperion data using the 1.38 and 1. 87 μm water vapor absorption bands}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {83–85}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1293686}, url = {https://doi.org/10.1109/IGARSS.2003.1293686}, year = {2003}, type = {Conference Paper} } @misc{7601, author = {Goetz, A. F. H. and Heidebrecht, Kathleen B. and Kindel, Bruce}, title = {Effect of atmospheric correction on AVIRIS data to obtain consistent multiyear foliage chemistry results}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1385–1388}, month = {3–8 August 1997}, note = {READY}, DOI = {10.1109/IGARSS.1997.606454}, url = {https://doi.org/10.1109/IGARSS.1997.606454}, year = {1997}, type = {Conference Paper} } @article{8795, author = {Goetz, A. F. H. and Kindel, B. C. and Ferri, M. and Qu, Z.}, title = {HATCH—Results from simulated radiances, AVIRIS and Hyperion}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {41}, number = {6 pt. 1}, pages = {1215–1222}, DOI = {10.1109/TGRS.2003.812905}, url = {https://doi.org/10.1109/TGRS.2003.812905}, year = {2003}, type = {Journal Article} } @misc{8596, author = {Goetz, A. F. H. and Olsen, H. W. and Noe, D. C. and Koehler, J. R. and Humble, J. P. and Fuschino, J. and Johnson, E. L. and Johnson, B. J.}, title = {Spectral reflectance as a rapid technique for field determination of soil engineering properties}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {33–61}, month = {10 November 2006}, note = {READY}, DOI = {10.1061/40890(219)3}, url = {https://doi.org/10.1061/40890(219)3}, year = {2007}, type = {Conference Paper} } @article{8732, author = {Goetz, S. J. and Hansen, M.C. and Houghton, R. A. and Walker, W. and Laporte, N. and Busch, J.}, title = {Measurement and monitoring needs, capabilities and potential for addressing reduced emissions from deforestation and forest degradation under REDD+}, journal = {Environmental Research Letters}, volume = {10}, number = {12}, DOI = {10.1088/1748-9326/10/12/123001}, url = {https://doi.org/10.1088/1748-9326/10/12/123001}, year = {2015}, type = {Journal Article} } @article{2830, author = {Goetz, S. J. and Prince, S. D. and Goward, S. N. and Thawley, M. M. and Small, J.}, title = {Satellite remote sensing of primary production—An improved production efficiency modeling approach}, journal = {Ecological Modelling}, volume = {122}, number = {3}, pages = {239–255}, DOI = {10.1016/S0304-3800(99)00140-4}, url = {https://doi.org/10.1016/S0304-3800(99)00140-4}, year = {1999}, type = {Journal Article} } @article{10498, author = {Goetz, S. J. and Prince, S. D. and Goward, S. N. and Thawley, M. M. and Small, J. and Johnston, A.}, title = {Mapping net primary production and related biophysical variables with remote sensing—Application to the BOREAS region}, journal = {Journal of Geophysical Research Atmospheres}, volume = {104}, number = {D22}, pages = {27719–27734}, DOI = {10.1029/1999JD900269}, url = {https://doi.org/10.1029/1999JD900269}, year = {1999}, type = {Journal Article} } @misc{2312, author = {Golden, K. and Nemani, R.R. and Pang, W. and Votava, P.}, title = {An intelligent agent for on-demand mission data products}, publisher = {European Space Agency}, volume = {ESA-SP 603}, pages = {745–752}, month = {5–8 September 2005}, note = {READY}, DOI = {http://adsabs.harvard.edu/abs/2005aira.confE..96G}, url = {http://adsabs.harvard.edu/abs/2005aira.confE..96G}, year = {2005}, type = {Conference Paper} } @misc{6900, author = {Golowich, S. and Lockwood, R. and Klein, S. and Thome, K.J.}, title = {Toward an optical fiber spectral radiometer for surface reflectance measurements}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3902–3905}, month = {26–31 July 2015}, note = {READY}, DOI = {10.1109/IGARSS.2015.7326677}, url = {https://doi.org/10.1109/IGARSS.2015.7326677}, year = {2015}, type = {Conference Paper} } @article{360, author = {Gómez, C. and White, J. 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Landgrebe—Evolution of digital remote sensing and Landsat}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {15}, pages = {4835–4860}, abstract = {David Landgrebe, Professor of Electrical Engineering and Director of the Purdue University Laboratory for Applications of Remote Sensing (LARS), was a primary innovator in the field of digital image analysis and remote sensing of the environment. He and his LARS colleagues, along with a select few other researchers at institutions including the University of Michigan, University of California Berkley, NASA Goddard Space Flight Center, and NASA Johnson Space Center, defined and developed remote sensing technology to monitor the Earth's terrestrial environment. This work led to the Landsat program, which has continued to monitor the Earth's land areas for a half-century. These technologies have defined new fields of scientific query in digital image analysis, biophysical remote sensing, and remote sensing science and applications. Dr. Landgrebe's contributions to these research areas were substantial and profound. Understanding the early evolution of work is critical to understanding how this technology is still advancing today. The authors hope that current and future students of these fields will benefit from understanding how this all began. Author}, DOI = {10.1109/JSTARS.2022.3176804}, url = {https://doi.org/10.1109/JSTARS.2022.3176804}, year = {2022}, type = {Journal Article} } @article{2781, author = {Goward, S. 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T. and Zeng, Z.}, title = {Mapping paddy rice area and yields over Thai Binh Province in Viet Nam from MODIS, Landsat, and ALOS-2/PALSAR-2}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {11}, number = {7}, pages = {2238–2252}, DOI = {10.1109/JSTARS.2018.2834383}, url = {https://doi.org/10.1109/JSTARS.2018.2834383}, year = {2018}, type = {Journal Article} } @article{8587, author = {Guan, K. and Pan, M. and Li, H. and Wolf, A. and Wu, J. and Medvigy, D. and Caylor, K. K. and Sheffield, J. and Wood, E. F. and Malhi, Y. and Liang, M. and Kimball, J. S. and Saleska, S. R. and Berry, J. and Joiner, J. and Lyapustin, A. 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B.}, title = {The shared and unique values of optical, fluorescence, thermal and microwave satellite data for estimating large-scale crop yields}, journal = {Remote Sensing of Environment}, volume = {199}, pages = {333–349}, DOI = {10.1016/j.rse.2017.06.043}, url = {https://doi.org/10.1016/j.rse.2017.06.043}, year = {2017}, type = {Journal Article} } @article{3309, author = {Guanter, L. and Kaufmann, H. and Segl, K. and Foerster, S. and Rogass, C. and Chabrillat, S. and Kuester, T. and Hollstein, A. and Rossner, G. and Chlebek, C. and Straif, C. and Fischer, S. and Schrader, S. and Storch, T. and Heiden, U. and Mueller, A. and Bachmann, M. and Mühle, H. and Müller, R. and Habermeyer, M. and Ohndorf, A. and Hill, J. and Buddenbaum, H. and Hostert, P. and Van Der Linden, S. and Leitão, P. J. and Rabe, A. and Doerffer, R. and Krasemann, H. and Xi, H. and Mauser, W. and Hank, T. and Locherer, M. and Rast, M. and Staenz, K. and Sang, B.}, title = {The EnMAP spaceborne imaging spectroscopy mission for earth observation}, journal = {Remote Sensing}, volume = {7}, number = {7}, pages = {8830–8857}, DOI = {10.3390/rs70708830}, url = {https://doi.org/10.3390/rs70708830}, year = {2015}, type = {Journal Article} } @article{8620, author = {Guanter, L. and Zhang, Y. and Jung, M. and Joiner, J. and Voigt, M. and Berry, J. A. and Frankenberg, C. and Huete, A. R. and Zarco-Tejada, P. and Lee, J. E. and Moran, M. S. and Ponce-Campos, G. and Beer, C. and Camps-Valls, G. and Buchmann, N. and Gianelle, D. and Klumpp, K. and Cescatti, A. and Baker, J. M. and Griffis, T. J.}, title = {Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {111}, number = {14}, pages = {E1327–E1333}, DOI = {10.1073/pnas.1320008111}, url = {https://doi.org/10.1073/pnas.1320008111}, year = {2014}, type = {Journal Article} } @article{8623, author = {Guanter, L. and Zhang, Y. and Jung, M. and Joiner, J. and Voigt, M. and Berry, J. A. and Frankenberg, C. and Huete, A. R. and Zarco-Tejada, P. and Lee, J. E. and Moran, M. S. and Ponce-Campos, G. and Beer, C. and Camps-Valls, G. and Buchmann, N. and Gianelle, D. and Klumpp, K. and Cescatti, A. and Baker, J. M. and Griffis, T. J.}, title = {Reply to Magnani et al.—Linking large-scale chlorophyll fluorescence observations with cropland gross primary production}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {111}, number = {25}, DOI = {10.1073/pnas.1406996111}, url = {https://doi.org/10.1073/pnas.1406996111}, year = {2014}, type = {Journal Article} } @article{12090, author = {Gudex-Cross, D. and Keyser, S. R. and Zuckerberg, B. and Fink, D. and Zhu, L. and Pauli, J. N. and Radeloff, V. C.}, title = {Winter Habitat Indices (WHIs) for the contiguous US and their relationship with winter bird diversity}, journal = {Remote Sensing of Environment}, volume = {255}, DOI = {10.1016/j.rse.2021.112309}, url = {https://doi.org/10.1016/j.rse.2021.112309}, year = {2021}, type = {Journal Article} } @article{12251, author = {Gudex-Cross, D. and Zhu, L. and Keyser, S. R. and Zuckerberg, B. and Pauli, J. N. and Radeloff, V. C.}, title = {Winter conditions structure extratropical patterns of species richness of amphibians, birds and mammals globally}, journal = {Global Ecology and Biogeography}, volume = {31}, number = {7}, pages = {1366–1380}, abstract = {Aim: The aim was to derive global indices of winter conditions and examine their relationships with species richness patterns outside of the tropics. Location: All extratropical areas (>25° N and 25° S latitudes), excluding islands. Time period: 2000–2018. Major taxa studied: Amphibians, birds and mammals. Methods: We mapped three global indices of winter conditions [number of days of frozen ground (length of frozen ground winter); snow cover variability; and lack of subnivium (below-snow refuge)] from satellite data, then used generalized additive models to examine their relationships with species richness patterns derived from range data. Results: Length of frozen ground winter was the strongest predictor of species richness, with a consistent cross-taxonomic decline in species richness occurring beyond 3 months of winter. It also often outperformed other environmental predictors of species richness patterns commonly used in biodiversity studies, including climate variables, primary productivity and elevation. In areas with ≥3 months of winter conditions, all three winter indices explained much of the deviance in amphibian, mammal and resident bird species richness. Mammals exhibited a stronger relationship with snow cover variability and lack of subnivium than the other taxa. Species richness of fully migratory species of birds peaked at c. 5.5 months of winter, coinciding with low species richness of residents. Main conclusions: Our study demonstrates that winter structures latitudinal and elevational gradients of extratropical terrestrial species richness. In a rapidly warming world, tracking the seasonal dynamics of frozen ground and snow cover will be essential for predicting the consequences of climate change on species, communities and ecosystems. The indices of winter conditions we developed from satellite imagery provide an effective means of monitoring these dynamics into the future. © 2022 John Wiley & Sons Ltd.}, DOI = {10.1111/geb.13511}, url = {https://doi.org/10.1111/geb.13511}, year = {2022}, type = {Journal Article} } @article{10602, author = {Gudmundsson, G. H. and Raymond, C. F. and Bindschadler, R.A.}, title = {The origin and longevity of flow stripes on Antarctic ice streams}, journal = {Annals of Glaciology}, volume = {27}, pages = {145–152}, DOI = {10.3189/1998AoG27-1-145-152}, url = {https://doi.org/10.3189/1998AoG27-1-145-152}, year = {1998}, type = {Journal Article} } @article{1083, author = {Guild, L. S. and Boone Kauffman, J. and Cohen, W. B. and Hlavka, C. A. and Ward, D. E.}, title = {Modeling biomass burning emissions for Amazon forest and pastures in Rondônia, Brazil}, journal = {Ecological Applications}, volume = {14}, number = {SP 4}, pages = {S232–S246}, DOI = {10.1890/01-6009}, url = {https://doi.org/10.1890/01-6009}, year = {2004}, type = {Journal Article} } @article{10564, author = {Guild, L. S. and Cohen, W. B. and Kauffman, J. B.}, title = {Detection of deforestation and land conversion in Rondônia, Brazil using change detection techniques}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {4}, pages = {731–750}, DOI = {10.1080/01431160310001598935}, url = {https://doi.org/10.1080/01431160310001598935}, year = {2004}, type = {Journal Article} } @article{11016, author = {Guillevic, P. C. and Olioso, A. and Hook, S. J. and Fisher, J. B. and Lagouarde, J. P. and Vermote, E. F.}, title = {Impact of the revisit of thermal infrared remote sensing observations on evapotranspiration uncertainty—A sensitivity study using AmeriFlux Data}, journal = {Remote Sensing}, volume = {11}, number = {5}, DOI = {10.3390/rs11050573}, url = {https://doi.org/10.3390/rs11050573}, year = {2019}, type = {Journal Article} } @article{1228, author = {Gumbricht, T. and McCarthy, T. S. and McCarthy, J. and Roy, D.P. and Frost, P. E. and Wessels, K.}, title = {Remote sensing to detect sub-surface peat fires and peat +fire scars in the Okavango Delta, Botswana}, journal = {South African Journal of Science}, volume = {98}, number = {7–8}, pages = {351–358}, DOI = {https://hdl.handle.net/10520/EJC97510}, url = {https://hdl.handle.net/10520/EJC97510}, year = {2002}, type = {Journal Article} } @article{2180, author = {Gumma, K. M. and van Rooijen, D. and Nelson, A. and Thenkabail, P. S. and Aakuraju, R. V. and Amerasinghe, P.}, title = {Expansion of urban area and wastewater irrigated rice area in Hyderabad, India}, journal = {Irrigation and Drainage Systems}, volume = {25}, number = {3}, pages = {135–149}, DOI = {10.1007/s10795-011-9117-y}, url = {https://doi.org/10.1007/s10795-011-9117-y}, year = {2011}, type = {Journal Article} } @article{2190, author = {Gumma, M. and Thenkabail, P. S. and Fujii, H. and Namara, R.}, title = {Spatial models for selecting the most suitable areas of rice cultivation in the Inland valley wetlands of Ghana using remote sensing and geographic information systems}, journal = {Journal of Applied Remote Sensing}, volume = {3}, number = {1}, DOI = {10.1117/1.3182847}, url = {https://doi.org/10.1117/1.3182847}, year = {2009}, type = {Journal Article} } @article{2179, author = {Gumma, M. K. and Nelson, A. and Thenkabail, P. S. and Singh, A. N.}, title = {Mapping rice areas of South Asia using MODIS multitemporal data}, journal = {Journal of Applied Remote Sensing}, volume = {5}, number = {1}, DOI = {10.1117/1.3619838}, url = {https://doi.org/10.1117/1.3619838}, year = {2011}, type = {Journal Article} } @article{8654, author = {Gumma, M. K. and Thenkabail, P. S. and Deevi, K. C. and Mohammed, I. A. and Teluguntla, P. and Oliphant, A. and Xiong, J. and Aye, T. and Whitbread, A. M.}, title = {Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system}, journal = {GIScience and Remote Sensing}, volume = {55}, number = {6}, pages = {926–949}, DOI = {10.1080/15481603.2018.1482855}, url = {https://doi.org/10.1080/15481603.2018.1482855}, year = {2018}, type = {Journal Article} } @article{2182, author = {Gumma, M. K. and Thenkabail, P. S. and Hideto, F. and Nelson, A. and Dheeravath, V. and Busia, D. and Rala, A.}, title = {Mapping irrigated areas of Ghana using fusion of 30 m and 250 m resolution remote-sensing data}, journal = {Remote Sensing}, volume = {3}, number = {4}, pages = {816–835}, DOI = {10.3390/rs3040816}, url = {https://doi.org/10.3390/rs3040816}, year = {2011}, type = {Journal Article} } @article{2167, author = {Gumma, M. K. and Thenkabail, P. S. and Maunahan, A. and Islam, S. and Nelson, A.}, title = {Mapping seasonal rice cropland extent and area in the high cropping intensity environment of Bangladesh using MODIS 500m data for the year 2010}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {91}, pages = {98–113}, DOI = {10.1016/j.isprsjprs.2014.02.007}, url = {https://doi.org/10.1016/j.isprsjprs.2014.02.007}, year = {2014}, type = {Journal Article} } @inbook{11750, author = {Gumma, M. K. and Thenkabail, P. S. and Mohammed, I. A. and Teluguntla, P. and Dheeravath, V.}, title = {Inland valley wetland cultivation and preservation for africa’s green and blue revolution using multisensor remote sensing}, booktitle = {Remote sensing of water resources, disasters, and urban studies}, editor = {Thenkabail, P.S.}, connective phrase = {Inland valley wetland cultivation and preservation for africa’s green and blue revolution using multisensor remote sensing}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {227–256}, DOI = {10.1201/b19321}, url = {https://doi.org/10.1201/b19321}, year = {2015}, type = {Book Section} } @article{2181, author = {Gumma, M. K. and Thenkabail, P. S. and Muralikrishna, I. V. and Velpuri, M. N. and Gangadhararao, P. T. and Dheeravath, V. and Biradar, C. M. and Nalan, S. A. and Gaur, A.}, title = {Changes in agricultural cropland areas between a water-surplus year and a water-deficit year impacting food security, determined using MODIS 250 m time-series data and spectral matching techniques, in the Krishna river basin (India)}, journal = {International Journal of Remote Sensing}, volume = {32}, number = {12}, pages = {3495–3520}, DOI = {10.1080/01431161003749485}, url = {https://doi.org/10.1080/01431161003749485}, year = {2011}, type = {Journal Article} } @article{12337, author = {Gumma, M. K. and Thenkabail, P. S. and Panjala, P. and Teluguntla, P. and Yamano, T. and Mohammed, I.}, title = {Multiple agricultural cropland products of South Asia developed using Landsat-8 30 m and MODIS 250 m data using machine learning on the Google Earth Engine (GEE) cloud and spectral matching techniques (SMTs) in support of food and water security}, journal = {GIScience and Remote Sensing}, volume = {59}, number = {1}, pages = {1048–1077}, abstract = {Cropland products are of great importance in water and food security assessments, especially in South Asia, which is home to nearly 2 billion people and 230 million hectares of net cropland area. In South Asia, croplands account for about 90% of all human water use. Cropland extent, cropping intensity, crop watering methods, and crop types are important factors that have a bearing on the quantity, quality, and location of production. Currently, cropland products are produced using mainly coarse-resolution (250–1000 m) remote sensing data. As multiple cropland products are needed to address food and water security challenges, our study was aimed at producing three distinct products that would be useful overall in South Asia. The first of these, Product 1, was meant to assess irrigated versus rainfed croplands in South Asia using Landsat 30 m data on the Google Earth Engine (GEE) platform. The second, Product 2, was tailored for major crop types using Moderate Resolution Imaging Spectroradiometer (MODIS) 250 m data. The third, Product 3, was designed for cropping intensity (single, double, and triple cropping) using MODIS 250 m data. For the kharif season (the main cropping season in South Asia, Jun–Oct), 10 major crops (5 irrigated crops: rice, soybean, maize, sugarcane, cotton; and 5 rainfed crops: pulses, rice, sorghum, millet, groundnut) were mapped. For the rabi season (post-rainy season, Nov–Feb), five major crops (three irrigated crops: rice, wheat, maize; and two rainfed crops: chickpea, pulses) were mapped. The irrigated versus rainfed 30 m product showed an overall accuracy of 79.8% with the irrigated cropland class providing a producer’s accuracy of 79% and the rainfed cropland class 74%. The overall accuracy demonstrated by the cropping intensity product was 85.3% with the producer’s accuracies of 88%, 85%, and 67% for single, double, and triple cropping, respectively. Crop types were mapped to accuracy levels ranging from 72% to 97%. A comparison of the crop-type area statistics with national statistics explained 63–98% variability. The study produced multiple-cropland products that are crucial for food and water security assessments, modeling, mapping, and monitoring using multiple-satellite sensor big-data, and Random Forest (RF) machine learning algorithms by coding, processing, and computing on the GEE cloud. © This work was authored as part of the Contributor’s official duties as an Employee of the United States Government and is therefore a work of the United States Government. In accordance with 17 USC 105, no copyright protection is available for such works under US Law.}, DOI = {10.1080/15481603.2022.2088651}, url = {https://doi.org/10.1080/15481603.2022.2088651}, year = {2022}, type = {Journal Article} } @article{8657, author = {Gumma, M. K. and Thenkabail, P. S. and Teluguntla, P. and Rao, M. N. and Mohammed, I. A. and Whitbread, A. M.}, title = {Mapping rice-fallow cropland areas for short-season grain legumes intensification in South Asia using MODIS 250 m time-series data}, journal = {International Journal of Digital Earth}, volume = {9}, number = {10}, pages = {981–1003}, DOI = {10.1080/17538947.2016.1168489}, url = {https://doi.org/10.1080/17538947.2016.1168489}, year = {2016}, type = {Journal Article} } @inbook{11881, author = {Gumma, M. K. and Thenkabail, P. S. and Teluguntla, P. and Whitbread, A. M.}, title = {Indo-Ganges River Basin land use/land cover (LULC) and irrigated area mapping}, booktitle = {Indus River Basin—Water security and sustainability}, editor = {Kahn, S.I. and Adams III, T.E.}, connective phrase = {Indo-Ganges River Basin land use/land cover (LULC) and irrigated area mapping}, publisher = {Elsevier}, place published = {Amsterdam, Netherlands}, chapter = {chap. 9}, pages = {203–228}, DOI = {10.1016/B978-0-12-812782-7.00010-2}, url = {https://doi.org/10.1016/B978-0-12-812782-7.00010-2}, year = {2019}, type = {Book Section} } @misc{2189, author = {Gumma, M. K. and Thenkabail, P. S. and Velpuri, N. M.}, title = {Vegetation phenology to partition groundwater from surface water-irrigated areas using MODIS 250-m time series data for the Krishna River Basin, India}, publisher = {International Association of Hydrological Sciences}, volume = {Proceedings}, pages = {271–281}, month = {6–12 September 2009}, note = {READY}, year = {2009}, type = {Conference Paper} } @misc{12329, author = {Gunapala, S. and Ting, D. and Rafol, S. and Soibel, A. and Khoshakhlagh, A. and Keo, S. and Pepper, B. and Fisher, A. and Hill, C. and Pagano, T. and Sood, A. and Zeller, J. and Lucey, P. and Wright, R. and Nunes, M. and Flynn, L. and Babu, S. and Ghuman, P.}, title = {Mid-wavelength and long-wavelength infrared focal planes for smallsat applications}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12091}, month = {6–12 June 2022}, note = {READY}, abstract = {In this presentation, we will report our recent efforts in achieving high performance in Antimonides type-II superlattice (T2SL) based infrared photodetectors using the barrier infrared detector (BIRD) architecture. The high operating temperature (HOT) BIRD focal plane arrays (FPAs) offer the same high performance, uniformity, operability, manufacturability, and affordability advantages as InSb. However, mid-wavelength infrared (MWIR) HOT-BIRD FPAs can operate at significantly higher temperatures (>150K) than InSb FPAs (typically 80K). Moreover, while InSb has a fixed cutoff wavelength (∼5.4 μm), the HOT-BIRD offers a continuous adjustable cutoff wavelength, ranging from ∼4 μm to >15 μm, and is therefore also suitable for long wavelength infrared (LWIR) as well. The LWIR detectors based on the BIRD architecture has also demonstrated significant operating temperature advantages over those based on traditional p-n junction designs. Two 6U SmalSat missions CIRAS (Cubesat Infrared Atmospheric Sounder) and HyTI (Hyperspectral Thermal Imager) are based on JPL's T2SL BIRD FPAs. Based on III-V compound semiconductors, the BIRD FPAs offer a breakthrough solution for the realization of low cost (high yield), high-performance FPAs with excellent uniformity and pixel-to-pixel operability. Furthermore, we will discuss the advantages of the utilization of all digital read out integrated circuits with HOT-BIRDs. © COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.}, keywords = {Digital Flatlens Focal plane array Infrared detector Metasurface Quantum efficiency type-II superlattice Antimony compounds Focal plane arrays Focusing III-V semiconductors Indium antimonides Infrared radiation Pixels Semiconductor junctions Temperature Cutoff wavelengths Focal-plane arrays High operating temperature Long-wavelength infrared Performance Type II Infrared detectors}, ISBN = {in}, DOI = {10.1117/12.2619573}, url = {https://doi.org/10.1117/12.2619573}, year = {2022}, type = {Conference Paper} } @misc{12160, author = {Gunapala, S. and Ting, D. and Rafol, S. and Soibel, A. and Khoshakhlagh, A. and Keo, S. and Pepper, B. and Fisher, A. and Hill, C. and Wenger, T. and Pagano, T. and Choi, K. K. and Lucey, P. and Wright, R. and Nunes, M. and Flynn, L. and Babu, S. and Ghuman, P.}, title = {T2SL focal planes for compact remote sensing instruments}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11723}, month = {12–16 April 2021}, note = {READY}, DOI = {10.1117/12.2595798}, url = {https://doi.org/10.1117/12.2595798}, year = {2021}, type = {Conference Paper} } @misc{12203, author = {Gunapala, S. and Ting, D. and Rafol, S. and Soibel, A. and Khoshakhlagh, A. and Keo, S. and Pepper, B. and Fisher, A. and Hill, C. and Wenger, T. and Pagano, T. and Kelly, M. and Baker, J. and David, C. and Lucey, P. and Wright, R. and Nunes, M. and Flynn, L. and Babu, S. and Ghuman, P.}, title = {Digital mid-wavelength and long-wavelength infrared focal planes for SmallSat applications}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11858}, month = {12–18 September 2021}, note = {READY}, DOI = {10.1117/12.2596653}, url = {https://doi.org/10.1117/12.2596653}, year = {2021}, type = {Conference Paper} } @misc{12172, author = {Gunapala, S. and Ting, D. and Rafol, S. and Soibel, A. and Khoshakhlagh, A. and Keo, S. and Pepper, B. and Fisher, A. and Hill, C. and Wenger, T. and Pagano, T. and Kelly, M. and Baker, J. and David, C. and Lucey, P. and Wright, R. and Nunes, M. and Flynn, L. and Babu, S. and Ghuman, P.}, title = {High operating temperature T2SL digital focal plane arrays for Earth remote sensing instruments}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11741}, month = {12-16 April 2021}, note = {READY}, DOI = {10.1117/12.2589648}, url = {https://doi.org/10.1117/12.2589648}, year = {2021}, type = {Conference Paper} } @article{8143, author = {Gustafson, E. J. and Hammer, R. B. and Radeloff, V. C. and Potts, R. S.}, title = {The relationship between environmental amenities and changing human settlement patterns between 1980 and 2000 in the Midwestern USA}, journal = {Landscape Ecology}, volume = {20}, number = {7}, pages = {773–789}, DOI = {10.1007/s10980-005-2149-7}, url = {https://doi.org/10.1007/s10980-005-2149-7}, year = {2005}, type = {Journal Article} } @misc{7507, author = {Gustafson-Bold, Christine L. and Thome, Kurtis J.}, title = {Cross-calibration of two small footprint sensors}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1283–1285}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516638}, url = {https://doi.org/10.1109/IGARSS.1996.516638}, year = {1996}, type = {Conference Paper} } @article{12228, author = {Guth, P. L. and Van Niekerk, A. and Grohmann, C. H. and Muller, J. P. and Hawker, L. and Florinsky, I. V. and Gesch, D. and Reuter, H. I. and Herrera-Cruz, V. and Riazanoff, S. and López-Vázquez, C. and Carabajal, C. C. and Albinet, C. and Strobl, P.}, title = {Digital elevation models—Terminology and definitions}, journal = {Remote Sensing}, volume = {13}, number = {18}, DOI = {10.3390/rs13183581}, url = {https://doi.org/10.3390/rs13183581}, year = {2021}, type = {Journal Article} } @article{11659, author = {Gutiérrez, R. J. and Jones, G. and Redpath, S. M. and Franklin, A. B. and Simberloff, D. and Turner, M. G. and Radeloff, V. C. and White, G. C. and Peery, M. Z.}, title = {Reinforcing the concept of agenda-driven science—A response to Rohlf}, journal = {Frontiers in Ecology and the Environment}, volume = {17}, number = {10}, pages = {556–557}, DOI = {10.1002/fee.2131}, url = {https://doi.org/10.1002/fee.2131}, year = {2019}, type = {Journal Article} } @article{2103, author = {Gutman, G. and Byrnes, R. and Masek, J.G. and Covington, S. and Justice, C.O. and Franks, S. and Headley, R.}, title = {Towards monitoring land-cover and land-use changes at a global scale—The global land survey 2005}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {74}, number = {1}, pages = {6–10}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2008journal/january/highlight.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2008journal/january/highlight.pdf}, year = {2008}, type = {Journal Article} } @article{2058, author = {Gutman, G. and Huang, C. and Chander, G. and Noojipady, P. and Masek, J. G.}, title = {Assessment of the NASA-USGS Global Land Survey (GLS) datasets}, journal = {Remote Sensing of Environment}, volume = {134}, pages = {249–265}, DOI = {10.1016/j.rse.2013.02.026}, url = {https://doi.org/10.1016/j.rse.2013.02.026}, year = {2013}, type = {Journal Article} } @inbook{11771, author = {Gutman, G. and Justice, C. and King, L. A.}, title = {The NASA land-cover and land-use change program research agenda and progress (2005-2011)}, booktitle = {Remote sensing of land use and land cover—Principles and applications}, editor = {Giri, Chandra P.}, connective phrase = {The NASA land-cover and land-use change program research agenda and progress (2005-2011)}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {379–396}, DOI = {10.1201/b11964-31}, url = {https://doi.org/10.1201/b11964-31}, year = {2016}, type = {Book Section} } @inbook{2440, author = {Gutman, G. and Justice, C. 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R.}, title = {Characterizing dynamic spatial and temporal residential density patterns from 1940-1990 across the North Central United States}, journal = {Landscape and Urban Planning}, volume = {69}, number = {2–3}, pages = {183–199}, DOI = {10.1016/j.landurbplan.2003.08.011}, url = {https://doi.org/10.1016/j.landurbplan.2003.08.011}, year = {2004}, type = {Journal Article} } @article{3354, author = {Han, E. and Crow, W. T. and Hain, C. R. and Anderson, M. C.}, title = {On the use of a water balance to evaluate interannual terrestrial ET variability}, journal = {Journal of Hydrometeorology}, volume = {16}, number = {3}, pages = {1102–1108}, DOI = {10.1175/JHM-D-14-0175.1}, url = {https://doi.org/10.1175/JHM-D-14-0175.1}, year = {2015}, type = {Journal Article} } @article{831, author = {Han, T. and Wulder, M. A. and White, J. C. and Coops, N. C. and Alvarez, M. F. and Butson, C.}, title = {An efficient protocol to process Landsat images for change detection with tasselled cap transformation}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {4}, number = {1}, pages = {147–151}, DOI = {10.1109/LGRS.2006.887066}, url = {https://doi.org/10.1109/LGRS.2006.887066}, year = {2007}, type = {Journal Article} } @article{8970, author = {Han, X. and Smyth, R. L. and Young, B. E. and Brooks, T. M. and De Lozada, A. S. and Bubb, P. and Butchart, S. H. M. and Larsen, F. W. and Hamilton, H. and Hansen, M. C. and Turner, W. R.}, title = {A biodiversity indicators dashboard—Addressing challenges to monitoring progress towards the Aichi biodiversity targets using disaggregated global data}, journal = {PLoS ONE}, volume = {9}, number = {11}, DOI = {10.1371/journal.pone.0112046}, url = {https://doi.org/10.1371/journal.pone.0112046}, year = {2014}, type = {Journal Article} } @article{8378, author = {Hancock, S. and Armston, J. and Li, Z. and Gaulton, R. and Lewis, P. and Disney, M. and Mark Danson, F. and Strahler, A. and Schaaf, C.B. and Anderson, K. and Gaston, K. J.}, title = {Waveform lidar over vegetation—An evaluation of inversion methods for estimating return energy}, journal = {Remote Sensing of Environment}, volume = {164}, pages = {208–224}, DOI = {10.1016/j.rse.2015.04.013}, url = {https://doi.org/10.1016/j.rse.2015.04.013}, year = {2015}, type = {Journal Article} } @article{11109, author = {Hansen, A. and Barnett, K. and Jantz, P. and Phillips, L. and Goetz, S. J. and Hansen, M. and Venter, O. and Watson, J. E. M. and Burns, P. and Atkinson, S. and Rodríguez-Buritica, S. and Ervin, J. and Virnig, A. and Supples, C. and De Camargo, R.}, title = {Global humid tropics forest structural condition and forest structural integrity maps}, journal = {Scientific Data}, volume = {6}, number = {1}, DOI = {10.1038/s41597-019-0214-3}, url = {https://doi.org/10.1038/s41597-019-0214-3}, year = {2019}, type = {Journal Article} } @article{12021, author = {Hansen, A. J. and Burns, P. and Ervin, J. and Goetz, S. J. and Hansen, M. and Venter, O. and Watson, J. E. M. and Jantz, P. A. and Virnig, A. L. S. and Barnett, K. and Pillay, R. and Atkinson, S. and Supples, C. and Rodríguez-Buritica, S. and Armenteras, D.}, title = {A policy-driven framework for conserving the best of Earth’s remaining moist tropical forests}, journal = {Nature Ecology and Evolution}, volume = {4}, pages = {1377–1384}, DOI = {10.1038/s41559-020-1274-7}, url = {https://doi.org/10.1038/s41559-020-1274-7}, year = {2020}, type = {Journal Article} } @article{10589, author = {Hansen, A. J. and Rasker, R. and Maxwell, B. and Rotella, J. J. and Johnson, J. D. and Wright Parmenter, A. and Langner, U. and Cohen, W. B. and Lawrence, R. L. and Kraska, M. P. V.}, title = {Ecological causes and consequences of demographic change in the new west}, journal = {BioScience}, volume = {52}, number = {2}, pages = {151–162}, DOI = {10.1641/0006-3568(2002)052[0151:ECACOD]2.0.CO;2}, url = {https://doi.org/10.1641/0006-3568(2002)052[0151:ECACOD]2.0.CO;2}, year = {2002}, type = {Journal Article} } @inbook{10814, author = {Hansen, M. C.}, title = {Classification trees and mixed pixel training data}, booktitle = {Remote sensing of land use and land cover—Principles and applications}, editor = {Giri, C.P.}, connective phrase = {Classification trees and mixed pixel training data}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, chapter = {chap. 9}, pages = {127–136}, DOI = {10.1201/b11964-12}, url = {https://doi.org/10.1201/b11964-12}, year = {2012}, type = {Book Section} } @misc{7731, author = {Hansen, M.C. and DeFries, R. and Dimiceli, C. and Huang, C. and Sohlberg, R. and Zhan, X. and Townshend, J.}, title = {Red and infrared space partitioning for detecting land cover change}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2512–2514}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.702262}, url = {https://doi.org/10.1109/IGARSS.1998.702262}, year = {1998}, type = {Conference Paper} } @article{8128, author = {Hansen, M. C. and DeFries, R. S.}, title = {Detecting long-term global forest change using continuous fields of tree-cover maps from 8-km Advanced Very High Resolution Radiometer (AVHRR) data for the years 1982-99}, journal = {Ecosystems}, volume = {7}, number = {7}, pages = {695–716}, DOI = {10.1007/s10021-004-0243-3}, url = {https://doi.org/10.1007/s10021-004-0243-3}, year = {2004}, type = {Journal Article} } @misc{4361, author = {Hansen, M. C. and DeFries, R. S. and Townshend, J. R. G. and Carroll, M. and Dimiceli, C. and Sohlberg, R. A.}, title = {Development of 500 meter vegetation continuous field maps using MODIS data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {264–266}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1293745}, url = {https://doi.org/10.1109/IGARSS.2003.1293745}, year = {2003}, type = {Conference Paper} } @article{8460, author = {Hansen, M. C. and DeFries, R. S. and Townshend, J. R. G. and Marufu, L. and Sohlberg, R.}, title = {Development of a MODIS tree cover validation data set for Western Province, Zambia}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {320–335}, DOI = {10.1016/S0034-4257(02)00080-9}, url = {https://doi.org/10.1016/S0034-4257(02)00080-9}, year = {2002}, type = {Journal Article} } @article{8459, author = {Hansen, M. C. and DeFries, R. S. and Townshend, J. R. G. and Sohlberg, R. and Dimiceli, C. and Carroll, M.}, title = {Towards an operational MODIS continuous field of percent tree cover algorithm—Examples using AVHRR and MODIS data}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {303–319}, DOI = {10.1016/S0034-4257(02)00079-2}, url = {https://doi.org/10.1016/S0034-4257(02)00079-2}, year = {2002}, type = {Journal Article} } @article{8684, author = {Hansen, M.C. and Dubayah, R. and Defries, R.}, title = {Classification trees—An alternative to traditional land cover classifiers}, journal = {International Journal of Remote Sensing}, volume = {17}, number = {5}, pages = {1075–1081}, DOI = {10.1080/01431169608949069}, url = {https://doi.org/10.1080/01431169608949069}, year = {1996}, type = {Journal Article} } @article{10, author = {Hansen, M. C. and Egorov, A. and Potapov, P. V. and Stehman, S. V. and Tyukavina, A. and Turubanova, S. A. and Roy, D. P. and Goetz, S. J. and Loveland, T. R. and Ju, J. and Kommareddy, A. and Kovalskyy, V. and Forsyth, C. and Bents, T.}, title = {Monitoring conterminous United States (CONUS) land cover change with Web-Enabled Landsat Data (WELD)}, journal = {Remote Sensing of Environment}, volume = {140}, pages = {466–484}, DOI = {10.1016/j.rse.2013.08.014}, url = {https://doi.org/10.1016/j.rse.2013.08.014}, year = {2014}, type = {Journal Article} } @article{313, author = {Hansen, M. C. and Egorov, A. and Roy, D. P. and Potapov, P. and Ju, J. and Turubanova, S. and Kommareddy, I. and Loveland, T. R.}, title = {Continuous fields of land cover for the conterminous United States using Landsat data—First results from the Web-Enabled Landsat Data (WELD) project}, journal = {Remote Sensing Letters}, volume = {2}, number = {4}, pages = {279–288}, DOI = {10.1080/01431161.2010.519002}, url = {https://doi.org/10.1080/01431161.2010.519002}, year = {2011}, type = {Journal Article} } @article{8733, author = {Hansen, M. C. and Krylov, A. and Tyukavina, A. and Potapov, P. V. and Turubanova, S. and Zutta, B. and Ifo, S. and Margono, B. and Stolle, F. and Moore, R.}, title = {Humid tropical forest disturbance alerts using Landsat data}, journal = {Environmental Research Letters}, volume = {11}, number = {3}, DOI = {10.1088/1748-9326/11/3/034008}, url = {https://doi.org/10.1088/1748-9326/11/3/034008}, year = {2016}, type = {Journal Article} } @article{210, author = {Hansen, M. C. and Loveland, T. R.}, title = {A review of large area monitoring of land cover change using Landsat data}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {66–74}, DOI = {10.1016/j.rse.2011.08.024}, url = {https://doi.org/10.1016/j.rse.2011.08.024}, year = {2012}, type = {Journal Article} } @article{8883, author = {Hansen, M.C. and Potapov, P. and Margono, B. and Stehman, S. and Turubanova, S. and Tyukavina, A.}, title = {Response to comment on "High-resolution global maps of 21st-century forest cover change"}, journal = {Science}, volume = {344}, number = {6187}, pages = {981–981}, DOI = {10.1126/science.1248817}, url = {https://doi.org/10.1126/science.1248817}, year = {2014}, type = {Journal Article} } @article{11250, author = {Hansen, M. C. and Potapov, P. and Tyukavina, A.}, title = {Comment on “Tropical forests are a net carbon source based on aboveground measurements of gain and loss”}, journal = {Science}, volume = {363}, number = {6423}, DOI = {10.1126/science.aar3629}, url = {https://doi.org/10.1126/science.aar3629}, year = {2019}, type = {Journal Article} } @misc{5924, author = {Hansen, M. C. and Potapov, P. V. and Broich, M. and Turubanova, S. and Arunarwati, B. and Adusei, B.}, title = {Towards global monitoring of forest cover}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, pages = {1–3}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/ISRSE-34/211104015Final00258.pdf}, url = {http://www.isprs.org/proceedings/2011/ISRSE-34/211104015Final00258.pdf}, year = {2011}, type = {Conference Paper} } @article{8383, author = {Hansen, M. C. and Potapov, P. V. and Goetz, S. J. and Turubanova, S. and Tyukavina, A. and Krylov, A. and Kommareddy, A. and Egorov, A.}, title = {Mapping tree height distributions in Sub-Saharan Africa using Landsat 7 and 8 data}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {221–232}, DOI = {10.1016/j.rse.2016.02.023}, url = {https://doi.org/10.1016/j.rse.2016.02.023}, year = {2016}, type = {Journal Article} } @article{34, author = {Hansen, M. C. and Potapov, P. V. and Moore, R. and Hancher, M. and Turubanova, S. A. and Tyukavina, A. and Thau, D. and Stehman, S. V. and Goetz, S. J. and Loveland, T. R. and Kommareddy, A. and Egorov, A. and Chini, L. and Justice, C. O. and Townshend, J. R. G.}, title = {High-resolution global maps of 21st-century forest cover change}, journal = {Science}, volume = {342}, number = {6160}, pages = {850–853}, DOI = {10.1126/science.1244693}, url = {https://doi.org/10.1126/science.1244693}, year = {2013}, type = {Journal Article} } @article{12247, author = {Hansen, M. C. and Potapov, P. V. and Pickens, A. H. and Tyukavina, A. and Hernandez-Serna, A. and Zalles, V. and Turubanova, S. and Kommareddy, I. and Stehman, S. V. and Song, X. P. and Kommareddy, A.}, title = {Global land use extent and dispersion within natural land cover using Landsat data}, journal = {Environmental Research Letters}, volume = {17}, number = {3}, abstract = {The conversion of natural land cover into human-dominated land use systems has significant impacts on the environment. Global mapping and monitoring of human-dominated land use extent via satellites provides an empirical basis for assessing land use pressures. Here, we present a novel 2019 global land cover, land use, and ecozone map derived from Landsat satellite imagery and topographical data using derived image feature spaces and algorithms suited per theme. From the map, we estimate the spatial extent and dispersion of land use disaggregated by climate domain and ecozone, where dispersion is the mean distance of land use to all land within a subregion. We find that percent of area under land use and distance to land use follow a power law that depicts an increasingly random spatial distribution of land use as it extends across lands of comparable development potential. For highly developed climate/ecozones, such as temperate and sub-tropical terra firma vegetation on low slopes, area under land use is contiguous and remnant natural land cover have low areal extent and high fragmentation. The tropics generally have the greatest potential for land use expansion, particularly in South America. An exception is Asian humid tropical terra firma vegetated lowland, which has land use intensities comparable to that of temperate breadbaskets such as the United States' corn belt. Wetland extent is inversely proportional to land use extent within climate domains, indicating historical wetland loss for temperate, sub-tropical, and dry tropical biomes. Results highlight the need for planning efforts to preserve natural systems and associated ecosystem services. The demonstrated methods will be implemented operationally in quantifying global land change, enabling a monitoring framework for systematic assessments of the appropriation and restoration of natural land cover. © 2022 The Author(s). Published by IOP Publishing Ltd.}, DOI = {10.1088/1748-9326/ac46ec}, url = {https://doi.org/10.1088/1748-9326/ac46ec}, year = {2022}, type = {Journal Article} } @article{8661, author = {Hansen, M. C. and Reed, B.}, title = {A comparison of the IGBP DISCover and university of maryland 1 km global land cover products}, journal = {International Journal of Remote Sensing}, volume = {21}, number = {6–7}, pages = {1365–1373}, DOI = {10.1080/014311600210218}, url = {https://doi.org/10.1080/014311600210218}, year = {2000}, type = {Journal Article} } @article{716, author = {Hansen, M. C. and Roy, D. P. and Lindquist, E. and Adusei, B. and Justice, C. O. and Altstatt, A.}, title = {A method for integrating MODIS and Landsat data for systematic monitoring of forest cover and change in the Congo Basin}, journal = {Remote Sensing of Environment}, volume = {112}, number = {5}, pages = {2495–2513}, DOI = {10.1016/j.rse.2007.11.012}, url = {https://doi.org/10.1016/j.rse.2007.11.012}, year = {2008}, type = {Journal Article} } @article{8343, author = {Hansen, M. C. and Shimabukuro, Y. E. and Potapov, P. and Pittman, K.}, title = {Comparing annual MODIS and PRODES forest cover change data for advancing monitoring of Brazilian forest cover}, journal = {Remote Sensing of Environment}, volume = {112}, number = {10}, pages = {3784–3793}, DOI = {10.1016/j.rse.2008.05.012}, url = {https://doi.org/10.1016/j.rse.2008.05.012}, year = {2008}, type = {Journal Article} } @article{8660, author = {Hansen, M. C. and Sohlberg, R. and Defries, R. S. and Townshend, J. R. G.}, title = {Global land cover classification at 1 km spatial resolution using a classification tree approach}, journal = {International Journal of Remote Sensing}, volume = {21}, number = {6–7}, pages = {1331–1364}, DOI = {10.1080/014311600210209}, url = {https://doi.org/10.1080/014311600210209}, year = {2000}, type = {Journal Article} } @article{8613, author = {Hansen, M. C. and Stehman, S. V. and Potapov, P. V.}, title = {Quantification of global gross forest cover loss}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {107}, number = {19}, pages = {8650–8655}, DOI = {10.1073/pnas.0912668107}, url = {https://doi.org/10.1073/pnas.0912668107}, year = {2010}, type = {Journal Article} } @article{8614, author = {Hansen, M. C. and Stehman, S. V. and Potapov, P. V.}, title = {Reply to Reams et al.—Quantifying forest cover change at local and global scales}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {107}, number = {38}, DOI = {10.1073/pnas.1008842107}, url = {https://doi.org/10.1073/pnas.1008842107}, year = {2010}, type = {Journal Article} } @article{8615, author = {Hansen, M. C. and Stehman, S. V. and Potapov, P. V.}, title = {Reply to Wernick et al.—Global scale quantification of forest change}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {107}, number = {38}, DOI = {10.1073/pnas.1009103107}, url = {https://doi.org/10.1073/pnas.1009103107}, year = {2010}, type = {Journal Article} } @article{8716, author = {Hansen, M. C. and Stehman, S. V. and Potapov, P. V. and Arunarwati, B. and Stolle, F. and Pittman, K.}, title = {Quantifying changes in the rates of forest clearing in Indonesia from 1990 to 2005 using remotely sensed data sets}, journal = {Environmental Research Letters}, volume = {4}, number = {3}, DOI = {10.1088/1748-9326/4/3/034001}, url = {https://doi.org/10.1088/1748-9326/4/3/034001}, year = {2009}, type = {Journal Article} } @article{696, author = {Hansen, M. C. and Stehman, S. V. and Potapov, P. V. and Loveland, T. R. and Townshend, J. R. G. and DeFries, R. S. and Pittman, K. W. and Arunarwati, B. and Stolle, F. and Steininger, M. K. and Carroll, M. and DiMiceli, C.}, title = {Humid tropical forest clearing from 2000 to 2005 quantified by using multitemporal and multiresolution remotely sensed data}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {105}, number = {27}, pages = {9439–9444}, DOI = {10.1073/pnas.0804042105}, url = {https://doi.org/10.1073/pnas.0804042105}, year = {2008}, type = {Journal Article} } @article{8673, author = {Hansen, M. C. and Townshend, J. R. G. and DeFries, R. S. and Carroll, M.}, title = {Estimation of tree cover using MODIS data at global, continental and regional/local scales}, journal = {International Journal of Remote Sensing}, volume = {26}, number = {19}, pages = {4359–4380}, DOI = {10.1080/01431160500113435}, url = {https://doi.org/10.1080/01431160500113435}, year = {2005}, type = {Journal Article} } @article{11887, author = {Hansen, M. C. and Wang, L. and Song, X. P. and Tyukavina, A. and Turubanova, S. and Potapov, P. V. and Stehman, S. V.}, title = {The fate of tropical forest fragments}, journal = {Science Advances}, volume = {6}, number = {11}, DOI = {10.1126/sciadv.aax8574}, url = {https://doi.org/10.1126/sciadv.aax8574}, year = {2020}, type = {Journal Article} } @article{1463, author = {Hardy, J. P. and Davis, R. E. and Jordan, R. and Li, X. and Woodcock, C.E. and Ni, W. and McKenzie, J. C.}, title = {Snow ablation modeling at the stand scale in a boreal jack pine forest}, journal = {Journal of Geophysical Research Atmospheres}, volume = {102}, number = {24}, pages = {29397–29405}, DOI = {10.1029/96JD03096}, url = {https://doi.org/10.1029/96JD03096}, year = {1997}, type = {Journal Article} } @article{1429, author = {Hardy, J. P. and Davis, R. E. and Jordan, R. and Ni, W. and Woodcock, C. E.}, title = {Snow ablation modelling in a mature aspen stand of the boreal forest}, journal = {Hydrological Processes}, volume = {12}, number = {10–11}, pages = {1763–1778}, DOI = {10.1002/(SICI)1099-1085(199808/09)12:10/11<1763::AID-HYP693>3.0.CO;2-T}, url = {https://doi.org/10.1002/(SICI)1099-1085(199808/09)12:10/11<1763::AID-HYP693>3.0.CO;2-T}, year = {1998}, type = {Journal Article} } @article{12051, author = {Hardy, M. A. and Broadway, M. S. and Pollentier, C. D. and Radeloff, V. C. and Riddle, J. D. and Hull, S. D. and Zuckerberg, B.}, title = {Responses to land cover and grassland management vary across life-history stages for a grassland specialist}, journal = {Ecology and Evolution}, volume = {10}, number = {23}, pages = {12777–12791}, DOI = {10.1002/ece3.6805}, url = {https://doi.org/10.1002/ece3.6805}, year = {2020}, type = {Journal Article} } @article{2134, author = {Hardy, S. and Duncan, C. and Masek, J.G. and Brown, D.}, title = {Minimum work, fault activity and the growth of critical wedges in fold and thrust belts}, journal = {Basin Research}, volume = {10}, number = {3}, pages = {365–373}, DOI = {10.1046/j.1365-2117.1998.00073.x}, url = {https://doi.org/10.1046/j.1365-2117.1998.00073.x}, year = {1998}, type = {Journal Article} } @article{1193, author = {Hargreaves, G. H. and Allen, R. G.}, title = {History and evaluation of hargreaves evapotranspiration equation}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {129}, number = {1}, pages = {53–63}, DOI = {10.1061/(ASCE)0733-9437(2003)129:1(53)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2003)129:1(53)}, year = {2002}, type = {Journal Article} } @article{8597, author = {Hargreaves, G. H. and Allen, R. G.}, title = {Closure to “history and evaluation of hargreaves evapotranspiration equation}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {130}, number = {5}, pages = {448–448}, DOI = {10.1061/(ASCE)0733-9437(2004)130:5(448)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2004)130:5(448)}, year = {2004}, type = {Journal Article} } @article{8529, author = {Harris, A. and Johnson, J. and Horton, K. and Garbeil, H. and Ramm, H. and Pilger, E. and Flynn, L.P. and Mouginis-Mark, P. and Pirie, D. and Donegan, S. and Rothery, D. and Ripepe, M. and Marchetti, E.}, title = {Ground-based infrared monitoring provides new tool for remote tracking of volcanic activity}, journal = {Eos}, volume = {84}, number = {40}, pages = {409–418}, DOI = {10.1029/2003EO400001}, url = {https://doi.org/10.1029/2003EO400001}, year = {2003}, type = {Journal Article} } @inbook{3853, author = {Harris, A. J. L. and Flynn, L. P. and Dean, K. and Pilger, E. and Wooster, M. and Okubo, C. and Mouginis-Mark, P. and Garbeil, H. and Thornber, C. and De La Cruz-Reyna, S. and Rothery, D. and Wright, R.}, title = {Real-time satellite monitoring of volcanic hot spots}, booktitle = {Remote sensing of active volcanism,Geophysical monograph 116}, editor = {Mouginis-Mark, P.J. and Crisp, J.A. and Fink, J.H.}, connective phrase = {Real-time satellite monitoring of volcanic hot spots}, publisher = {American Geophysical Union}, place published = {Washington, D.C.}, pages = {139–159}, DOI = {10.1029/GM116p0139}, url = {https://doi.org/10.1029/GM116p0139}, year = {2000}, type = {Book Section} } @article{8161, author = {Harris, A. J. L. and Flynn, L. P. and Keszthelyi, L. and Mouginis-Mark, P. J. and Rowland, S. K. and Resing, J. A.}, title = {Calculation of lava effusion rates from Landstat TM data}, journal = {Bulletin of Volcanology}, volume = {60}, number = {1}, pages = {52–71}, DOI = {10.1007/s004450050216}, url = {https://doi.org/10.1007/s004450050216}, year = {1998}, type = {Journal Article} } @article{8885, author = {Harris, A. J. L. and Flynn, L. P. and Matías, O. and Rose, W. I.}, title = {The thermal stealth flows of Santiaguito dome, Guatemala—Implications for the cooling and emplacement of dacitic block-lava flows}, journal = {Bulletin of the Geological Society of America}, volume = {114}, number = {5}, pages = {533–546}, DOI = {10.1130/0016-7606(2002)114<0533:TTSFOS>2.0.CO;2}, url = {https://doi.org/10.1130/0016-7606(2002)114<0533:TTSFOS>2.0.CO;2}, year = {2002}, type = {Journal Article} } @article{8302, author = {Harris, A. J. L. and Flynn, L. P. and Matias, O. and Rose, W. 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L. and Schiller, Stephen and Malo, Robert}, title = {Experimental and model-based derivation of atmospheric point spread functions}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2719–2721}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.702329}, url = {https://doi.org/10.1109/IGARSS.1998.702329}, year = {1998}, type = {Conference Paper} } @article{258, author = {Helder, D.L. and Thome, K.J. and Aaron, D.B. and Leigh, L. and Czapla-Myers, J. and Leisso, N. and Biggar, S. and Anderson, N.}, title = {Recent surface reflectance measurement campaigns with emphasis on best practices, SI traceability and uncertainty estimation}, journal = {Metrologia}, volume = {49}, number = {2}, pages = {S21–S28}, DOI = {10.1088/0026-1394/49/2/S21}, url = {https://doi.org/10.1088/0026-1394/49/2/S21}, year = {2012}, type = {Journal Article} } @article{114, author = {Helder, D.L. and Thome, K. J. and Mishra, N. and Chander, G. and Xiong, X. and Angal, A. and Choi, T.}, title = {Absolute radiometric calibration of Landsat using a pseudo invariant calibration site}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {51}, number = {3}, pages = {1360–1369}, DOI = {10.1109/TGRS.2013.2243738}, url = {https://doi.org/10.1109/TGRS.2013.2243738}, year = {2013}, type = {Journal Article} } @article{2400, author = {Helmer, E. H.}, title = {The landscape ecology of tropical secondary forest in montane Costa Rica}, journal = {Ecosystems}, volume = {3}, number = {1}, pages = {98–114}, DOI = {10.1007/s100210000013}, url = {https://doi.org/10.1007/s100210000013}, year = {2000}, type = {Journal Article} } @article{2393, author = {Helmer, E. H.}, title = {Forest conservation and land development in Puerto Rico}, journal = {Landscape Ecology}, volume = {19}, number = {1}, pages = {29–40}, DOI = {10.1023/B:LAND.0000018364.68514.fb}, url = {https://doi.org/10.1023/B:LAND.0000018364.68514.fb}, year = {2004}, type = {Journal Article} } @article{2385, author = {Helmer, E. H. and Brandeis, T. J. and Lugo, A. E. and Kennaway, T.}, title = {Factors influencing spatial pattern in tropical forest clearance and stand age—Implications for carbon storage and species diversity}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {113}, number = {2}, DOI = {10.1029/2007JG000568}, url = {https://doi.org/10.1029/2007JG000568}, year = {2008}, type = {Journal Article} } @article{10556, author = {Helmer, E. H. and Brown, S. and Cohen, W. B.}, title = {Mapping montane tropical forest successional stage and land use with multi-date Landsat imagery}, journal = {International Journal of Remote Sensing}, volume = {21}, number = {11}, pages = {2163–2183}, DOI = {10.1080/01431160050029495}, url = {https://doi.org/10.1080/01431160050029495}, year = {2000}, type = {Journal Article} } @article{10967, author = {Helmer, E. H. and Gerson, E. A. and Scott Baggett, L. and Bird, B. J. and Ruzycki, T. S. and Voggesser, S. M.}, title = {Neotropical cloud forests and páramo to contract and dry from declines in cloud immersion and frost}, journal = {PLoS ONE}, volume = {14}, number = {4}, DOI = {10.1371/journal.pone.0213155}, url = {https://doi.org/10.1371/journal.pone.0213155}, year = {2019}, type = {Journal Article} } @inbook{11751, author = {Helmer, E. H. and Goodwin, N. R. and Gond, V. and Souza, C. M., Jr. and Asner, G. P.}, title = {Characterizing tropical forests with multispectral imagery}, booktitle = {Land resources monitoring, modeling, and mapping with remote sensing}, editor = {Thenkabail, P.S.}, connective phrase = {Characterizing tropical forests with multispectral imagery}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {3–22}, DOI = {10.1201/b19322-25}, url = {https://doi.org/10.1201/b19322-25}, year = {2015}, type = {Book Section} } @article{2384, author = {Helmer, E. H. and Kennaway, T. A. and Pedreros, D. H. and Clark, M. L. and Marcano-Vega, H. and Tieszen, L. L. and Ruzycki, T. R. and Schill, S. R. and Carrington, C. M. S.}, title = {Land cover and forest formation distributions for St. Kitts, Nevis, St. Eustatius, Grenada and Barbados from decision tree classification of cloud-cleared satellite imagery}, journal = {Caribbean Journal of Science}, volume = {44}, number = {2}, pages = {175–198}, DOI = {10.18475/cjos.v44i2.a6}, url = {https://doi.org/10.18475/cjos.v44i2.a6}, year = {2008}, type = {Journal Article} } @article{2380, author = {Helmer, E. H. and Lefsky, M. A. and Roberts, D. A.}, title = {Biomass accumulation rates of Amazonian secondary forest and biomass of old-growth forests from Landsat time series and the Geoscience Laser Altimeter System}, journal = {Journal of Applied Remote Sensing}, volume = {3}, number = {1}, DOI = {10.1117/1.3082116}, url = {https://doi.org/10.1117/1.3082116}, year = {2009}, type = {Journal Article} } @article{2398, author = {Helmer, E. H. and Ramos, O. and López, T. D. M. and Quinones, M. and Diaz, W.}, title = {Mapping the forest type and land cover of Puerto Rico, a component of the Caribbean biodiversity hotspot}, journal = {Caribbean Journal of Science}, volume = {38}, number = {3–4}, pages = {165–183}, DOI = {https://www.fs.fed.us/global/iitf/pubs/ja_iitf_2002_helmer001.pdf}, url = {https://www.fs.fed.us/global/iitf/pubs/ja_iitf_2002_helmer001.pdf}, year = {2002}, type = {Journal Article} } @article{2392, author = {Helmer, E. H. and Ruefenacht, B.}, title = {Cloud-free satellite image mosaics with regression trees and histogram matching}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {71}, number = {9}, pages = {1079–1089}, DOI = {10.14358/PERS.71.9.1079}, url = {https://doi.org/10.14358/PERS.71.9.1079}, year = {2005}, type = {Journal Article} } @article{2391, author = {Helmer, E. H. and Ruefenacht, B.}, title = {Erratum—Cloud-free satellite image mosaics with regression trees and histogram matching (Photogrammetric Engineering and Remote Sensing (2005) 71, 9 (1079-1089))}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {6}, pages = {622–622}, year = {2006}, type = {Journal Article} } @article{2389, author = {Helmer, E. H. and Ruefenacht, B.}, title = {A comparison of radiometric normalization methods when filling cloud gaps in Landsat imagery}, journal = {Canadian Journal of Remote Sensing}, volume = {33}, number = {1-4}, pages = {325–340}, DOI = {10.5589/m07-028}, url = {https://doi.org/10.5589/m07-028}, year = {2007}, type = {Journal Article} } @article{2388, author = {Helmer, E. H. and Ruefenacht, B.}, title = {Erratum—A comparison of radiometric normalization methods when filling cloud gaps in Landsat imagery (Canadian Journal of Remote Sensing 33:4 (325-340))}, journal = {Canadian Journal of Remote Sensing}, volume = {33}, number = {5}, pages = {457–458}, DOI = {10.5589/m07-909}, url = {https://doi.org/10.5589/m07-909}, year = {2007}, type = {Journal Article} } @article{2376, author = {Helmer, E. H. and Ruzycki, T. S. and Benner, J. and Voggesser, S. M. and Scobie, B. P. and Park, C. and Fanning, D. W. and Ramnarine, S.}, title = {Detailed maps of tropical forest types are within reach—Forest tree communities for Trinidad and Tobago mapped with multiseason Landsat and multiseason fine-resolution imagery}, journal = {Forest Ecology and Management}, volume = {279}, pages = {147–166}, DOI = {10.1016/j.foreco.2012.05.016}, url = {https://doi.org/10.1016/j.foreco.2012.05.016}, year = {2012}, type = {Journal Article} } @article{10926, author = {Helmer, E. H. and Ruzycki, T. S. and Wilson, B. T. and Sherrill, K. R. and Lefsky, M. A. and Marcano-Vega, H. and Brandeis, T. J. and Erickson, H. E. and Ruefenacht, B.}, title = {Tropical deforestation and recolonization by exotic and native trees—Spatial patterns of tropical forest biomass, functional groups, and species counts and links to stand age, geoclimate, and sustainability goals}, journal = {Remote Sensing}, volume = {10}, number = {11}, DOI = {10.3390/rs10111724}, url = {https://doi.org/10.3390/rs10111724}, year = {2018}, type = {Journal Article} } @article{2378, author = {Helmer, E. H. and Ruzycki, T. S. and Wunderle, J. M. and Vogesser, S. and Ruefenacht, B. and Kwit, C. and Brandeis, T. J. and Ewert, D. N.}, title = {Mapping tropical dry forest height, foliage height profiles and disturbance type and age with a time series of cloud-cleared Landsat and ALI image mosaics to characterize avian habitat}, journal = {Remote Sensing of Environment}, volume = {114}, number = {11}, pages = {2457–2473}, DOI = {10.1016/j.rse.2010.05.021}, url = {https://doi.org/10.1016/j.rse.2010.05.021}, year = {2010}, type = {Journal Article} } @article{2503, author = {Hély, C. and Alleaume, S. and Swap, R. J. and Shugart, H. H. and Justice, C. O.}, title = {SAFARI-2000 characterization of fuels, fire behavior, combustion completeness, and emissions from experimental burns in infertile grass savannas in western Zambia}, journal = {Journal of Arid Environments}, volume = {54}, number = {2}, pages = {381–394}, DOI = {10.1006/jare.2002.1097}, url = {https://doi.org/10.1006/jare.2002.1097}, year = {2003}, type = {Journal Article} } @article{2475, author = {Hély, C. and Caylor, K. K. and Dowty, P. and Alleaume, S. and Swap, R. J. and Shugart, H. H. and Justice, C. O.}, title = {A temporally explicit production efficiency model for fuel load allocation in southern Africa}, journal = {Ecosystems}, volume = {10}, number = {7}, pages = {1116–1132}, DOI = {10.1007/s10021-007-9082-3}, url = {https://doi.org/10.1007/s10021-007-9082-3}, year = {2007}, type = {Journal Article} } @article{2498, author = {Hély, C. and Dowty, P. R. and Alleaume, S. and Caylor, K. K. and Korontzi, S. and Swap, R. J. and Shugart, H. H. and Justice, C. O.}, title = {Regional fuel load for two climatically contrasting years in southern Africa}, journal = {Journal of Geophysical Research Atmospheres}, volume = {108}, number = {13}, pages = {SAF 11–1 – SAF 11–17}, DOI = {10.1029/2002JD002341 }, url = {https://doi.org/10.1029/2002JD002341 }, year = {2003}, type = {Journal Article} } @article{12211, author = {Hemmerling, J. and Pflugmacher, D. and Hostert, P.}, title = {Mapping temperate forest tree species using dense Sentinel-2 time series}, journal = {Remote Sensing of Environment}, volume = {267}, DOI = {10.1016/j.rse.2021.112743}, url = {https://doi.org/10.1016/j.rse.2021.112743}, year = {2021}, type = {Journal Article} } @article{8822, author = {Hendrickx, J. M. H. and Allen, R. G. and Brower, A. and Byrd, A. R. and Hong, S. H. and Ogden, F. L. and Pradhan, N. R. and Robison, C. W. and Toll, D. and Trezza, R. and Umstot, T. G. and Wilson, J. L.}, title = {Benchmarking optical/thermal satellite imagery for estimating evapotranspiration and soil moisture in decision support tools}, journal = {Journal of the American Water Resources Association}, volume = {52}, number = {1}, pages = {89–119}, DOI = {10.1111/1752-1688.12371}, url = {https://doi.org/10.1111/1752-1688.12371}, year = {2016}, type = {Journal Article} } @article{8290, author = {Herman, M. R. and Nejadhashemi, A. P. and Abouali, M. and Hernandez-Suarez, J. S. and Daneshvar, F. and Zhang, Z. and Anderson, M. C. and Sadeghi, A. M. and Hain, C. R. and Sharifi, A.}, title = {Evaluating the role of evapotranspiration remote sensing data in improving hydrological modeling predictability}, journal = {Journal of Hydrology}, volume = {556}, pages = {39–49}, DOI = {10.1016/j.jhydrol.2017.11.009}, url = {https://doi.org/10.1016/j.jhydrol.2017.11.009}, year = {2018}, type = {Journal Article} } @article{12373, author = {Hermosilla, T. and Bastyr, A. and Coops, N. C. and White, J. C. and Wulder, M. A.}, title = {Mapping the presence and distribution of tree species in Canada's forested ecosystems}, journal = {Remote Sensing of Environment}, volume = {282}, abstract = {Knowledge of tree species is required to inform management, planning, and monitoring of forests as well as to characterize habitat and ecosystem function. Remotely sensed data and spatial modeling enable mapping of tree species presence and distribution. Following an assessment of tree species identified in the sample-based National Forest Inventory (NFI), we mapped 37 tree species over the 650-Mha, forest-dominated ecosystems of Canada representing 2019 conditions. Landsat imagery and related spectral indices, geographic and climate data, elevation derivatives, and remote sensing-derived phenology are used as predictor variables trained with calibration samples from Canada's NFI using the Random Forests machine learning algorithm. Based upon prior knowledge of tree species distributions, classification models were implemented on a regional basis, meaning only the tree species that are expected in a given mapping region were modeled using local calibration samples. Modeling resulted in class membership probabilities values for each regionally eligible tree species for all treed pixels as well as an indicator of attribution confidence derived from the distance in feature space between the two leading classes. Accuracy assessment was conducted using independent validation data also drawn from the NFI following the same selection rules and indicated an overall accuracy of 93.1% ± 0.1% (95%-confidence interval). Predictor variables informing on geographic, climatic and topographic conditions had the largest importance on the classification models. Nationally, the most common leading tree species were black spruce (Picea mariana; 203 Mha or 57.3% of the treed area), trembling aspen (Populus tremuloides; 34.7 Mha, 9.8%), and lodgepole pine (Pinus contorta; 21.1 Mha, 5.9%). Regionally, there was ecozone-level dominance of other tree species, including subalpine fir (Abies lasiocarpa; Montane Cordillera), western hemlock (Tsuga heterophylla; Pacific Maritime), and balsam fir (Abies balsamea; Atlantic Maritime). Based upon the per-pixel class membership probabilities, species assemblages akin to those in forest inventories can also be produced. Further, given the calibrated reflectance of Landsat imagery, the methods presented herein can be implemented over a time series of images. The approach uses open data as predictor variables, making the method portable to other areas given availability of tree species training data. © 2022}, DOI = {10.1016/j.rse.2022.113276}, url = {https://doi.org/10.1016/j.rse.2022.113276}, year = {2022}, type = {Journal Article} } @article{11121, author = {Hermosilla, T. and Wulder, M. A. and White, J. C. and Coops, N. C.}, title = {Prevalence of multiple forest disturbances and impact on vegetation regrowth from interannual Landsat time series (1985–2015)}, journal = {Remote Sensing of Environment}, volume = {233}, DOI = {10.1016/j.rse.2019.111403}, url = {https://doi.org/10.1016/j.rse.2019.111403}, year = {2019}, type = {Journal Article} } @article{12207, author = {Hermosilla, T. and Wulder, M. A. and White, J. C. and Coops, N. C.}, title = {Land cover classification in an era of big and open data—Optimizing localized implementation and training data selection to improve mapping outcomes}, journal = {Remote Sensing of Environment}, volume = {268}, DOI = {10.1016/j.rse.2021.112780}, url = {https://doi.org/10.1016/j.rse.2021.112780}, year = {2022}, type = {Journal Article} } @article{8375, author = {Hermosilla, T. and Wulder, M. A. and White, J. C. and Coops, N. C. and Hobart, G. W.}, title = {An integrated Landsat time series protocol for change detection and generation of annual gap-free surface reflectance composites}, journal = {Remote Sensing of Environment}, volume = {158}, pages = {220–234}, DOI = {10.1016/j.rse.2014.11.005}, url = {https://doi.org/10.1016/j.rse.2014.11.005}, year = {2015}, type = {Journal Article} } @article{3364, author = {Hermosilla, T. and Wulder, M. A. and White, J. C. and Coops, N. C. and Hobart, G. W.}, title = {Regional detection, characterization, and attribution of annual forest change from 1984 to 2012 using Landsat-derived time-series metrics}, journal = {Remote Sensing of Environment}, volume = {170}, pages = {121–132}, DOI = {10.1016/j.rse.2015.09.004}, url = {https://doi.org/10.1016/j.rse.2015.09.004}, year = {2015}, type = {Journal Article} } @article{3762, author = {Hermosilla, T. and Wulder, M. A. and White, J. C. and Coops, N. C. and Hobart, G. W.}, title = {Updating Landsat time series of surface-reflectance composites and forest change products with new observations}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {63}, pages = {104–111}, DOI = {10.1016/j.jag.2017.07.013}, url = {https://doi.org/10.1016/j.jag.2017.07.013}, year = {2017}, type = {Journal Article} } @article{8645, author = {Hermosilla, T. and Wulder, M. A. and White, J. C. and Coops, N. C. and Hobart, G. W.}, title = {Disturbance-informed annual land cover classification maps of Canada's forested ecosystems for a 29-year Landsat time series}, journal = {Canadian Journal of Remote Sensing}, volume = {44}, number = {1}, pages = {67–87}, DOI = {10.1080/07038992.2018.1437719}, url = {https://doi.org/10.1080/07038992.2018.1437719}, year = {2018}, type = {Journal Article} } @article{3523, author = {Hermosilla, T. and Wulder, M. A. and White, J. C. and Coops, N. C. and Hobart, G. W. and Campbell, L. B.}, title = {Mass data processing of time series Landsat imagery—Pixels to data products for forest monitoring}, journal = {International Journal of Digital Earth}, volume = {9}, number = {11}, pages = {1035–1054}, DOI = {10.1080/17538947.2016.1187673}, url = {https://doi.org/10.1080/17538947.2016.1187673}, year = {2016}, type = {Journal Article} } @article{10647, author = {Hermosilla, T. and Wulder, M. A. and White, J. C. and Coops, N. C. and Pickell, P. D. and Bolton, D. K.}, title = {Impact of time on interpretations of forest fragmentation—Three-decades of fragmentation dynamics over Canada}, journal = {Remote Sensing of Environment}, volume = {222}, pages = {65–77}, DOI = {10.1016/j.rse.2018.12.027}, url = {https://doi.org/10.1016/j.rse.2018.12.027}, year = {2019}, type = {Journal Article} } @article{9018, author = {Hernandez, A. J. and Healey, S. P. and Huang, H. and Ramsey, R. D.}, title = {Improved prediction of stream flow based on updating land cover maps with remotely sensed forest change detection}, journal = {Forests}, volume = {9}, number = {6}, DOI = {10.3390/f9060317}, url = {https://doi.org/10.3390/f9060317}, year = {2018}, type = {Journal Article} } @misc{10162, author = {Hernandez-Baquero, Erich D. and Schott, John R.}, title = {Atmospheric and surface parameter retrievals from multispectral thermal imagery via reduced-rank multivariate regression}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1525–1527}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.857261}, url = {https://doi.org/10.1109/IGARSS.2000.857261}, year = {2000}, type = {Conference Paper} } @misc{10198, author = {Hernandez-Baquero, Erich D. and Schott, John R.}, title = {Atmospheric compensation for surface temperature and emissivity separation}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4049}, pages = {400–410}, month = {24–26 April 2000}, note = {READY}, DOI = {10.1117/12.410364}, url = {https://doi.org/10.1117/12.410364}, year = {2000}, type = {Conference Paper} } @article{719, author = {Herold, M. and Mayaux, P. and Woodcock, C. E. and Baccini, A. and Schmullius, C.}, title = {Some challenges in global land cover mapping—An assessment of agreement and accuracy in existing 1 km datasets}, journal = {Remote Sensing of Environment}, volume = {112}, number = {5}, pages = {2538–2556}, DOI = {10.1016/j.rse.2007.11.013}, url = {https://doi.org/10.1016/j.rse.2007.11.013}, year = {2008}, type = {Journal Article} } @inbook{11495, author = {Herold, M. and Schiefer, S. and Hostert, P. and Roberts, D. A.}, title = {Applying imaging spectrometry in urban areas}, booktitle = {Urban remote sensing}, editor = {Weng, Q. and Quattrochi, D. A.}, connective phrase = {Applying imaging spectrometry in urban areas}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {137–161}, DOI = {10.1201/b15917-10}, url = {https://doi.org/10.1201/b15917-10}, year = {2006}, type = {Book Section} } @article{892, author = {Herold, M. and Woodcock, C. E. and Di Gregorio, A. and Mayaux, P. and Belward, A. S. and Latham, J. and Schmullius, C. C.}, title = {A joint initiative for harmonization and validation of land cover datasets}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {44}, number = {7}, pages = {1719–1727}, DOI = {10.1109/TGRS.2006.871219}, url = {https://doi.org/10.1109/TGRS.2006.871219}, year = {2006}, type = {Journal Article} } @article{690, author = {Herold, M. and Woodcock, C. E. and Loveland, T. R. and Townshend, J. and Brady, M. and Steenmans, C. and Schmullius, C. C.}, title = {Land-cover observations as part of a global earth observation system of systems (GEOSS)—Progress, activities, and prospects}, journal = {IEEE Systems Journal}, volume = {2}, number = {3}, pages = {414–423}, DOI = {10.1109/JSYST.2008.925983}, url = {https://doi.org/10.1109/JSYST.2008.925983}, year = {2008}, type = {Journal Article} } @misc{545, author = {Herold, M. and Woodcock, C.E. and Stehman, S. and Baret, F. and Wulder, M. A. and Schmullius, C.}, title = {The GOFC-GOLD/CEOS land cover harmonization and validation initiative—Technical design and implementation framework}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {396–399}, month = {4–8 May 2009}, note = {READY}, DOI = {http://adsabs.harvard.edu/abs/2010ESASP.686E.268H}, url = {http://adsabs.harvard.edu/abs/2010ESASP.686E.268H}, year = {2009}, type = {Conference Paper} } @article{8253, author = {Hess, T. M. and Sumberg, J. and Biggs, T. and Georgescu, M. and Haro-Monteagudo, D. and Jewitt, G. and Ozdogan, M. and Marshall, M. and Thenkabail, P.S. and Daccache, A. and Marin, F. and Knox, J. W.}, title = {A sweet deal? Sugarcane, water and agricultural transformation in Sub-Saharan Africa}, journal = {Global Environmental Change}, volume = {39}, pages = {181–194}, DOI = {10.1016/j.gloenvcha.2016.05.003}, url = {https://doi.org/10.1016/j.gloenvcha.2016.05.003}, year = {2016}, type = {Journal Article} } @article{38, author = {Heward, H. and Smith, A. M. S. and Roy, D. P. and Tinkham, W. T. and Hoffman, C. M. and Morgan, P. and Lannom, K. O.}, title = {Is burn severity related to fire intensity? Observations from landscape scale remote sensing}, journal = {International Journal of Wildland Fire}, volume = {22}, number = {7}, pages = {910–918}, DOI = {10.1071/WF12087}, url = {https://doi.org/10.1071/WF12087}, year = {2013}, type = {Journal Article} } @article{291, author = {Hicke, J. A. and Allen, C. D. and Desai, A. R. and Dietze, M. C. and Hall, R. J. and Hogg, E. H. T. and Kashian, D. M. and Moore, D. and Raffa, K. F. and Sturrock, R. N. and Vogelmann, James E.}, title = {Effects of biotic disturbances on forest carbon cycling in the United States and Canada}, journal = {Global Change Biology}, volume = {18}, number = {1}, pages = {7–34}, DOI = {10.1111/j.1365-2486.2011.02543.x}, url = {https://doi.org/10.1111/j.1365-2486.2011.02543.x}, year = {2012}, type = {Journal Article} } @article{607, author = {Hilker, T. and Coops, N. C. and Coggins, S. B. and Wulder, M. A. and Brownc, M. and Black, T. A. and Nesic, Z. and Lessard, D.}, title = {Detection of foliage conditions and disturbance from multi-angular high spectral resolution remote sensing}, journal = {Remote Sensing of Environment}, volume = {113}, number = {2}, pages = {421–434}, DOI = {10.1016/j.rse.2008.10.003}, url = {https://doi.org/10.1016/j.rse.2008.10.003}, year = {2009}, type = {Journal Article} } @article{243, author = {Hilker, T. and Coops, N. C. and Culvenor, D. S. and Newnham, G. and Wulder, M. A. and Bater, C. W. and Siggins, A.}, title = {A simple technique for co-registration of terrestrial LiDAR observations for forestry applications}, journal = {Remote Sensing Letters}, volume = {3}, number = {3}, pages = {239–247}, DOI = {10.1080/01431161.2011.565815}, url = {https://doi.org/10.1080/01431161.2011.565815}, year = {2012}, type = {Journal Article} } @article{310, author = {Hilker, T. and Coops, N. C. and Gaulton, R. and Wulder, M. A. and Cranston, J. and Stenhouse, G.}, title = {Biweekly disturbance capture and attribution—Case study in western Alberta grizzly bear habitat}, journal = {Journal of Applied Remote Sensing}, volume = {5}, number = {1}, DOI = {10.1117/1.3664342}, url = {https://doi.org/10.1117/1.3664342}, year = {2011}, type = {Journal Article} } @article{680, author = {Hilker, T. and Coops, N. C. and Hall, F. G. and Andrew Black, T. and Chen, B. and Krishnan, P. and Wulder, M. A. and Seilers, P. J. and Middleton, E. M. and Huemmrich, K. F.}, title = {A modeling approach for upscaling gross ecosystem production to the landscape scale using remote sensing data}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {113}, number = {3}, DOI = {10.1029/2007JG000666}, url = {https://doi.org/10.1029/2007JG000666}, year = {2008}, type = {Journal Article} } @article{708, author = {Hilker, T. and Coops, N. C. and Hall, F. G. and Black, T. A. and Wulder, M. A. and Nesic, Z. and Krishnan, P.}, title = {Separating physiologically and directionally induced changes in PRI using BRDF models}, journal = {Remote Sensing of Environment}, volume = {112}, number = {6}, pages = {2777–2788}, DOI = {10.1016/j.rse.2008.01.011}, url = {https://doi.org/10.1016/j.rse.2008.01.011}, year = {2008}, type = {Journal Article} } @article{354, author = {Hilker, T. and Coops, N. C. and Hall, F. G. and Nichol, C. J. and Lyapustin, A.I. and Black, T. A. and Wulder, M. A. and Leuning, R. and Barr, A. and Hollinger, D. Y. and Munger, B. and Tucker, C. J.}, title = {Inferring terrestrial photosynthetic light use efficiency of temperate ecosystems from space}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {116}, number = {3}, DOI = {10.1029/2011JG001692}, url = {https://doi.org/10.1029/2011JG001692}, year = {2011}, type = {Journal Article} } @article{825, author = {Hilker, T. and Coops, N. C. and Nesic, Z. and Wulder, M. A. and Black, A. T.}, title = {Instrumentation and approach for unattended year round tower based measurements of spectral reflectance}, journal = {Computers and Electronics in Agriculture}, volume = {56}, number = {1}, pages = {72–84}, DOI = {10.1016/j.compag.2007.01.003}, url = {https://doi.org/10.1016/j.compag.2007.01.003}, year = {2007}, type = {Journal Article} } @article{264, author = {Hilker, T. and Coops, N. C. and Newnham, G. J. and van Leeuwen, M. and Wulder, M. A. and Stewart, J. and Culvenor, D. S.}, title = {Comparison of terrestrial and airborne LiDAR in describing stand structure of a thinned lodgepole pine forest}, journal = {Journal of Forestry}, volume = {110}, number = {2}, pages = {97–104}, DOI = {10.5849/jof.11-003}, url = {https://doi.org/10.5849/jof.11-003}, year = {2012}, type = {Journal Article} } @article{674, author = {Hilker, T. and Coops, N. C. and Wulder, M. A. and Black, T. A. and Guy, R. D.}, title = {The use of remote sensing in light use efficiency based models of gross primary production—A review of current status and future requirements}, journal = {Science of the Total Environment}, volume = {404}, number = {2-3}, pages = {411–423}, DOI = {10.1016/j.scitotenv.2007.11.007}, url = {https://doi.org/10.1016/j.scitotenv.2007.11.007}, year = {2008}, type = {Journal Article} } @article{108, author = {Hilker, T. and Frazer, G. W. and Coops, N. C. and Wulder, M. A. and Newnham, G. J. and Stewart, J. D. and van Leeuwen, M. and Culvenor, D. S.}, title = {Prediction of wood fiber attributes from LiDAR-derived forest canopy indicators}, journal = {Forest Science}, volume = {59}, number = {2}, pages = {231–242}, DOI = {10.5849/forsci.11-074}, url = {https://doi.org/10.5849/forsci.11-074}, year = {2013}, type = {Journal Article} } @article{11780, author = {Hilker, T. and Galvão, L. S. and Aragão, L. E. O. C. and de Moura, Y. M. and do Amaral, C. H. and Lyapustin, A. I. and Wu, J. and Albert, L. P. and Ferreira, M. J. and Anderson, L. O. and dos Santos, V. A. H. F. and Prohaska, N. and Tribuzy, E. and Barbosa Ceron, J. V. and Saleska, S. R. and Wang, Y. and de Carvalho Gonçalves, J. F. and de Oliveira Junior, R. C. and Cardoso Rodrigues, J. V. F. and Garcia, M. N.}, title = {Vegetation chlorophyll estimates in the Amazon from multi-angle MODIS observations and canopy reflectance model}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {58}, pages = {278–287}, DOI = {10.1016/j.jag.2017.01.014}, url = {https://doi.org/10.1016/j.jag.2017.01.014}, year = {2017}, type = {Journal Article} } @article{432, author = {Hilker, T. and Hall, F. G. and Coops, N. C. and Lyapustin, A.I. and Wang, Y. and Nesic, Z. and Grant, N. and Black, T. A. and Wulder, M. A. and Kljun, N. and Hopkinson, C. and Chasmer, L.}, title = {Remote sensing of photosynthetic light-use efficiency across two forested biomes—Spatial scaling}, journal = {Remote Sensing of Environment}, volume = {114}, number = {12}, pages = {2863–2874}, DOI = {10.1016/j.rse.2010.07.004}, url = {https://doi.org/10.1016/j.rse.2010.07.004}, year = {2010}, type = {Journal Article} } @article{272, author = {Hilker, T. and Lepine, L. and Coops, N. C. and Jassal, R. S. and Black, T. A. and Wulder, M. A. and Ollinger, S. and Tsui, O. and Day, M.}, title = {Assessing the impact of N-fertilization on biochemical composition and biomass of a Douglas-fir canopy—A remote sensing approach}, journal = {Agricultural and Forest Meteorology}, volume = {153}, pages = {124–133}, DOI = {10.1016/j.agrformet.2011.03.014}, url = {https://doi.org/10.1016/j.agrformet.2011.03.014}, year = {2012}, type = {Journal Article} } @article{8379, author = {Hilker, T. and Lyapustin, A. I. and Hall, F. G. and Myneni, R. and Knyazikhin, Y. and Wang, Y. and Tucker, C. J. and Sellers, P. J.}, title = {On the measurability of change in Amazon vegetation from MODIS}, journal = {Remote Sensing of Environment}, volume = {166}, pages = {233–242}, DOI = {10.1016/j.rse.2015.05.020}, url = {https://doi.org/10.1016/j.rse.2015.05.020}, year = {2015}, type = {Journal Article} } @article{8346, author = {Hilker, T. and Lyapustin, A.I. and Hall, F. G. and Wang, Y. and Coops, N. C. and Drolet, G. and Black, T. A.}, title = {An assessment of photosynthetic light use efficiency from space—Modeling the atmospheric and directional impacts on PRI reflectance}, journal = {Remote Sensing of Environment}, volume = {113}, number = {11}, pages = {2463–2475}, DOI = {10.1016/j.rse.2009.07.012}, url = {https://doi.org/10.1016/j.rse.2009.07.012}, year = {2009}, type = {Journal Article} } @article{8621, author = {Hilker, T. and Lyapustin, A. I. and Tucker, C. J. and Hall, F. G. and Myneni, R. B. and Wang, Y. and Bi, J. and De Moura, Y. M. and Sellers, P. J.}, title = {Vegetation dynamics and rainfall sensitivity of the Amazon}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {111}, number = {45}, pages = {16041–16046}, DOI = {10.1073/pnas.1404870111}, url = {https://doi.org/10.1073/pnas.1404870111}, year = {2014}, type = {Journal Article} } @article{8626, author = {Hilker, T. and Lyapustin, A. I. and Tucker, C. J. and Hall, F. G. and Myneni, R. B. and Wang, Y. and Bi, J. and De Moura, Y. M. and Sellers, P. J.}, title = {Reply to Gonsamo et al.—Effect of the eastern Atlantic-West Russia pattern on Amazon vegetation has not been demonstrated}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {112}, number = {10}, pages = {E1056–E1056}, DOI = {10.1073/pnas.1423471112}, url = {https://doi.org/10.1073/pnas.1423471112}, year = {2015}, type = {Journal Article} } @article{8366, author = {Hilker, T. and Lyapustin, A. I. and Tucker, C. J. and Sellers, P. J. and Hall, F. G. and Wang, Y.}, title = {Remote sensing of tropical ecosystems—Atmospheric correction and cloud masking matter}, journal = {Remote Sensing of Environment}, volume = {127}, pages = {370–384}, DOI = {10.1016/j.rse.2012.08.035}, url = {https://doi.org/10.1016/j.rse.2012.08.035}, year = {2012}, type = {Journal Article} } @article{8833, author = {Hilker, T. and Natsagdorj, E. and Waring, R. H. and Lyapustin, A.I. and Wang, Y.}, title = {Satellite observed widespread decline in Mongolian grasslands largely due to overgrazing}, journal = {Global Change Biology}, volume = {20}, number = {2}, pages = {418–428}, DOI = {10.1111/gcb.12365}, url = {https://doi.org/10.1111/gcb.12365}, year = {2014}, type = {Journal Article} } @article{476, author = {Hilker, T. and van Leeuwen, M. and Coops, N. C. and Wulder, M. A. and Newnham, G. J. and Jupp, D. L. B. and Culvenor, D. S.}, title = {Comparing canopy metrics derived from terrestrial and airborne laser scanning in a Douglas-fir dominated forest stand}, journal = {Trees - Structure and Function}, volume = {24}, number = {5}, pages = {819–832}, DOI = {10.1007/s00468-010-0452-7}, url = {https://doi.org/10.1007/s00468-010-0452-7}, year = {2010}, type = {Journal Article} } @article{688, author = {Hilker, T. and Wulder, M. A. and Coops, N. C.}, title = {Update of forest inventory data with lidar and high spatial resolution satellite imagery}, journal = {Canadian Journal of Remote Sensing}, volume = {34}, number = {1-2}, pages = {5–12}, DOI = {10.5589/m08-004}, url = {https://doi.org/10.5589/m08-004}, year = {2008}, type = {Journal Article} } @article{578, author = {Hilker, T. and Wulder, M. A. and Coops, N. C. and Linke, J. and McDermid, G. and Masek, J. G. and Gao, F. and White, J. 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G. and Stenhouse, G.}, title = {Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model}, journal = {Remote Sensing of Environment}, volume = {113}, number = {9}, pages = {1988–1999}, DOI = {10.1016/j.rse.2009.05.011}, url = {https://doi.org/10.1016/j.rse.2009.05.011}, year = {2009}, type = {Journal Article} } @article{3572, author = {Hill, J. and Hostert, P. and Röder, A.}, title = {Observation and long-term monitoring of Mediterranean ecosystems with satellite remote sensing and GIS}, journal = {Management of Environmental Quality—An International Journal}, volume = {14}, number = {1}, pages = {51–68}, DOI = {10.1108/14777830310460388}, url = {https://doi.org/10.1108/14777830310460388}, year = {2003}, type = {Journal Article} } @inbook{3390, author = {Hill, J. and Hostert, P. and Röder, A.}, title = {Long-term observation of mediterranean ecosystems with satellite remote sensing}, booktitle = {Recent dynamics of the Mediterranean vegetation and landscape}, editor = {Mazzoleni, S. and Pasquale, G.D. and Mulligan, M. and Martino, P.D. and Rego, F.}, connective phrase = {Long-term observation of mediterranean ecosystems with satellite remote sensing}, publisher = {John Wiley & Sons}, place published = {Chichester, UK}, chapter = {chap. 4}, pages = {33–43}, DOI = {10.1002/0470093714.ch4}, url = {https://doi.org/10.1002/0470093714.ch4}, year = {2005}, type = {Book Section} } @article{1432, author = {Hill, J. and Hostert, P. and Tsiourlis, G. and Kasapidis, P. and Udelhoven, T. and Diemer, C.}, title = {Monitoring 20 years of increased grazing impact on the Greek island of Crete with earth observation satellites}, journal = {Journal of Arid Environments}, volume = {39}, number = {2}, pages = {165–178}, DOI = {10.1006/jare.1998.0392}, url = {https://doi.org/10.1006/jare.1998.0392}, year = {1998}, type = {Journal Article} } @article{623, author = {Hill, M. J. and Averill, C. and Jiao, Z. and Schaaf, C. B. and Armston, J. D.}, title = {Relationship of MISR RPV parameters and MODIS BRDF shape indicators to surface vegetation patterns in an Australian tropical savanna}, journal = {Canadian Journal of Remote Sensing}, volume = {34}, number = {Suppl. 2}, pages = {S247–S267}, DOI = {10.5589/m08-042}, url = {https://doi.org/10.5589/m08-042}, year = {2008}, type = {Journal Article} } @inbook{11737, author = {Hill, M. J. and Román, M. O. and Schaaf, C. B.}, title = {Biogeography and dynamics of global tropical and subtropical Savannas—A spatiotemporal view}, booktitle = {Ecosystem function in savannas—Measurement and modeling at landscape to global scales}, editor = {Hill, M.J. and Hanan, N.P.}, connective phrase = {Biogeography and dynamics of global tropical and subtropical Savannas—A spatiotemporal view}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {3–37}, DOI = {10.1201/b10275-9}, url = {https://doi.org/10.1201/b10275-9}, year = {2010}, type = {Book Section} } @article{256, author = {Hill, M. J. and Román, M. O. and Schaaf, C. B.}, title = {Dynamics of vegetation indices in tropical and subtropical savannas defined by ecoregions and Moderate Resolution Imaging Spectroradiometer (MODIS) land cover}, journal = {Geocarto International}, volume = {27}, number = {2}, pages = {153–191}, DOI = {10.1080/10106049.2011.626529}, url = {https://doi.org/10.1080/10106049.2011.626529}, year = {2012}, type = {Journal Article} } @article{353, author = {Hill, M. J. and Román, M. O. and Schaaf, C. B. and Hutley, L. and Brannstrom, C. and Etter, A. and Hanan, N. P.}, title = {Characterizing vegetation cover in global savannas with an annual foliage clumping index derived from the MODIS BRDF product}, journal = {Remote Sensing of Environment}, volume = {115}, number = {8}, pages = {2008–2024}, DOI = {10.1016/j.rse.2011.04.003}, url = {https://doi.org/10.1016/j.rse.2011.04.003}, year = {2011}, type = {Journal Article} } @article{3613, author = {Hill, M. J. and Zhou, Q. and Sun, Q. and Schaaf, C. B. and Palace, M.}, title = {Relationships between vegetation indices, fractional cover retrievals and the structure and composition of Brazilian Cerrado natural vegetation}, journal = {International Journal of Remote Sensing}, volume = {38}, number = {3}, pages = {874–905}, DOI = {10.1080/01431161.2016.1271959}, url = {https://doi.org/10.1080/01431161.2016.1271959}, year = {2017}, type = {Journal Article} } @article{3448, author = {Hill, M. J. and Zhou, Q. and Sun, Q. and Schaaf, C. B. and Southworth, J. and Mishra, N. B. and Gibbes, C. and Bunting, E. and Christiansen, T. B. and Crews, K. 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F. and Gao, F.}, title = {Downscaling of coarse resolution LAI products to achieve both high spatial and temporal resolution for regions of interest}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3317–3320}, month = {26–31 July 2015}, note = {READY}, DOI = {10.1109/IGARSS.2015.7326528}, url = {https://doi.org/10.1109/IGARSS.2015.7326528}, year = {2015}, type = {Conference Paper} } @article{3562, author = {Houborg, R. and McCabe, M. F. and Gao, F.}, title = {A spatio-temporal enhancement method for medium resolution LAI (STEM-LAI)}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {47}, pages = {15–29}, DOI = {10.1016/j.jag.2015.11.013}, url = {https://doi.org/10.1016/j.jag.2015.11.013}, year = {2016}, type = {Journal Article} } @article{8677, author = {Houborg, R. and Soegaard, H. and Emmerich, W. and Moran, M. S.}, title = {Inferences of all-sky solar irradiance using Terra and Aqua MODIS satellite data}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {20}, pages = {4509–4535}, DOI = {10.1080/01431160701241902}, url = {https://doi.org/10.1080/01431160701241902}, year = {2007}, type = {Journal Article} } @article{507, author = {Houet, T. and Loveland, T. R. and Hubert-Moy, L. and Gaucherel, C. and Napton, D. and Barnes, C. A. and Sayler, K.}, title = {Exploring subtle land use and land cover changes—A framework for future landscape studies}, journal = {Landscape Ecology}, volume = {25}, number = {2}, pages = {249–266}, DOI = {10.1007/s10980-009-9362-8}, url = {https://doi.org/10.1007/s10980-009-9362-8}, year = {2010}, type = {Journal Article} } @article{508, author = {Houet, T. and Verburg, P. H. and Loveland, T. R.}, title = {Monitoring and modelling landscape dynamics}, journal = {Landscape Ecology}, volume = {25}, number = {2}, pages = {163–167}, DOI = {10.1007/s10980-009-9417-x}, url = {https://doi.org/10.1007/s10980-009-9417-x}, year = {2010}, type = {Journal Article} } @article{9100, author = {Houghton, R. A. and House, J. I. and Pongratz, J. and Van Der Werf, G. R. and Defries, R. S. and Hansen, M. C. and Le Quéré, C. and Ramankutty, N.}, title = {Carbon emissions from land use and land-cover change}, journal = {Biogeosciences}, volume = {9}, number = {12}, pages = {5125–5142}, DOI = {10.5194/bg-9-5125-2012}, url = {https://doi.org/10.5194/bg-9-5125-2012}, year = {2012}, type = {Journal Article} } @article{8574, author = {Houghton, R. A. and Skole, D. L. and Nobre, C. A. and Hackler, J. L. and Lawrence, K. T. and Chomentowski, W. H.}, title = {Annual fluxes of carbon from deforestation and regrowth in the Brazilian Amazon}, journal = {Nature}, volume = {403}, number = {6767}, pages = {301–304}, DOI = {10.1038/35002062}, url = {https://doi.org/10.1038/35002062}, year = {2000}, type = {Journal Article} } @article{3787, author = {House, M. N. and Wynne, R. H.}, title = {Identifying forest impacted by development in the Commonwealth of Virginia through the use of Landsat and known change indicators}, journal = {Remote Sensing}, volume = {10}, number = {1}, DOI = {10.3390/rs10010135}, url = {https://doi.org/10.3390/rs10010135}, year = {2018}, type = {Journal Article} } @article{631, author = {Howat, I. M. and Joughin, I. and Fahnestock, M. and Smith, B. E. and Scambos, T. A.}, title = {Synchronous retreat and acceleration of southeast Greenland outlet glaciers 2000-06—Ice dynamics and coupling to climate}, journal = {Journal of Glaciology}, volume = {54}, number = {187}, pages = {646–660}, DOI = {10.3189/002214308786570908}, url = {https://doi.org/10.3189/002214308786570908}, year = {2008}, type = {Journal Article} } @article{820, author = {Howat, I. M. and Joughin, I. and Scambos, T. A.}, title = {Rapid changes in ice discharge from Greenland outlet glaciers}, journal = {Science}, volume = {315}, number = {5818}, pages = {1559–1561}, DOI = {10.1126/science.1138478}, url = {https://doi.org/10.1126/science.1138478}, year = {2007}, type = {Journal Article} } @article{682, author = {Howat, I. M. and Smith, B. E. and Joughin, I. and Scambos, T. A.}, title = {Rates of southeast Greenland ice volume loss from combined ICESat and ASTER observations}, journal = {Geophysical Research Letters}, volume = {35}, number = {17}, DOI = {10.1029/2008GL034496}, url = {https://doi.org/10.1029/2008GL034496}, year = {2008}, type = {Journal Article} } @article{3423, author = {Howe, G. A. and Hewawasam, K. and Douglas, E. S. and Martel, J. and Li, Z. and Strahler, A. and Schaaf, C.B. and Cook, T. A. and Chakrabarti, S.}, title = {Capabilities and performance of dual-wavelength Echidna® lidar}, journal = {Journal of Applied Remote Sensing}, volume = {9}, number = {1}, DOI = {10.1117/1.JRS.9.095979}, url = {https://doi.org/10.1117/1.JRS.9.095979}, year = {2015}, type = {Journal Article} } @article{8135, author = {Hoyos, L. E. and Gavier-Pizarro, G. I. and Kuemmerle, T. and Bucher, E. H. and Radeloff, V. C. and Tecco, P. A.}, title = {Invasion of glossy privet (Ligustrum lucidum) and native forest loss in the Sierras Chicas of Córdoba, Argentina}, journal = {Biological Invasions}, volume = {12}, number = {9}, pages = {3261–3275}, DOI = {10.1007/s10530-010-9720-0}, url = {https://doi.org/10.1007/s10530-010-9720-0}, year = {2010}, type = {Journal Article} } @misc{10260, author = {Hu, Baoxin and Lucht, Wolfgang and Schaaf, C. B. and Strahler, Alan H. and Smith, Milton}, title = {Albedos and angle-corrected NDVI for the Brazilian LBA study area from AVHRR multiangle reflectance inversions}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1292–1294}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.691381}, url = {https://doi.org/10.1109/IGARSS.1998.691381}, year = {1998}, type = {Conference Paper} } @article{1802, author = {Hu, B. and Lucht, W. and Strahler, A. H. and Barker Schaaf, C.B. and Smith, M.}, title = {Surface albedos and angle-corrected NDVI from AVHRR observations of South America}, journal = {Remote Sensing of Environment}, volume = {71}, number = {2}, pages = {119–132}, DOI = {10.1016/S0034-4257(99)00050-4}, url = {https://doi.org/10.1016/S0034-4257(99)00050-4}, year = {2000}, type = {Journal Article} } @article{8349, author = {Hu, C. and Cannizzaro, J. and Carder, K. L. and Muller-Karger, F. E. and Hardy, R.}, title = {Remote detection of Trichodesmium blooms in optically complex coastal waters—Examples with MODIS full-spectral data}, journal = {Remote Sensing of Environment}, volume = {114}, number = {9}, pages = {2048–2058}, DOI = {10.1016/j.rse.2010.04.011}, url = {https://doi.org/10.1016/j.rse.2010.04.011}, year = {2010}, type = {Journal Article} } @article{8448, author = {Hu, C. and Carder, K. L.}, title = {Atmospheric correction for airborne sensors—Comment on a scheme used for CASI}, journal = {Remote Sensing of Environment}, volume = {79}, number = {1}, pages = {134–137}, DOI = {10.1016/S0034-4257(01)00232-2}, url = {https://doi.org/10.1016/S0034-4257(01)00232-2}, year = {2002}, type = {Journal Article} } @article{8439, author = {Hu, C. and Carder, K. L. and Muller-Karger, F. E.}, title = {Atmospheric correction of SeaWiFS imagery over turbid coastal waters—A practical method}, journal = {Remote Sensing of Environment}, volume = {74}, number = {2}, pages = {195–206}, DOI = {10.1016/S0034-4257(00)00080-8}, url = {https://doi.org/10.1016/S0034-4257(00)00080-8}, year = {2000}, type = {Journal Article} } @article{8940, author = {Hu, C. and Carder, K. L. and Muller-Karger, F. E.}, title = {Atmospheric correction of SeaWiFS imagery—Assessment of the use of alternative bands}, journal = {Applied Optics}, volume = {39}, number = {21}, pages = {3573–3581}, DOI = {10.1364/AO.39.003573}, url = {https://doi.org/10.1364/AO.39.003573}, year = {2000}, type = {Journal Article} } @article{8444, author = {Hu, C. and Carder, K. L. and Muller-Karger, F. E.}, title = {Erratum—"Atmospheric correction of SeaWiFS imagery over turbid coastal waters—A practical method" (Remote Sensing of Environment 74:2 (195-206))}, journal = {Remote Sensing of Environment}, volume = {75}, number = {3}, pages = {447–447}, DOI = {10.1016/S0034-4257(01)00196-1}, url = {https://doi.org/10.1016/S0034-4257(01)00196-1}, year = {2001}, type = {Journal Article} } @article{8442, author = {Hu, C. and Carder, K. L. and Muller-Karger, F. E.}, title = {How precise are SeaWiFS ocean color estimates? Implications of digitization-noise errors}, journal = {Remote Sensing of Environment}, volume = {76}, number = {2}, pages = {239–249}, DOI = {10.1016/S0034-4257(00)00206-6}, url = {https://doi.org/10.1016/S0034-4257(00)00206-6}, year = {2001}, type = {Journal Article} } @misc{4317, author = {Hu, C. and Lee, Z. and Muller-Karger, F. E. and Carder, K. L.}, title = {Application of an optimization algorithm to satellite ocean color imagery—A case study in Southwest Florida coastal waters}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4892}, pages = {70–79}, month = {24–26 October 2002}, note = {READY}, DOI = {10.1117/12.466826}, url = {https://doi.org/10.1117/12.466826}, year = {2003}, type = {Conference Paper} } @article{8213, author = {Hu, C. and Luerssen, R. and Muller-Karger, F. E. and Carder, K. L. and Heil, C. A.}, title = {On the remote monitoring of Karenia brevis blooms of the west Florida shelf}, journal = {Continental Shelf Research}, volume = {28}, number = {1}, pages = {159–176}, DOI = {10.1016/j.csr.2007.04.014}, url = {https://doi.org/10.1016/j.csr.2007.04.014}, year = {2008}, type = {Journal Article} } @article{8451, author = {Hu, C. and Muller-Karger, F. E. and Andrefouet, S. and Carder, K. L.}, title = {Atmospheric correction and cross-calibration of Landsat-7/ETM+ imagery over aquatic environments—A multiplatform approach using SeaWiFS/MODIS}, journal = {Remote Sensing of Environment}, volume = {78}, number = {1–2}, pages = {99–107}, DOI = {10.1016/S0034-4257(01)00252-8}, url = {https://doi.org/10.1016/S0034-4257(01)00252-8}, year = {2001}, type = {Journal Article} } @article{8697, author = {Hu, C. and Muller-Karger, F. E. and Biggs, D. C. and Carder, K. L. and Nababan, B. and Nadeau, D. and Vanderbloeman, J.}, title = {Comparison of ship and satellite bio-optical measurements on the continental margin of the NE Gulf of Mexico}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {13}, pages = {2597–2612}, DOI = {10.1080/0143116031000067007}, url = {https://doi.org/10.1080/0143116031000067007}, year = {2003}, type = {Journal Article} } @article{8327, author = {Hu, C. and Muller-Karger, F. E. and Taylor, C. and Carder, K. L. and Kelble, C. and Johns, E. and Heil, C. A.}, title = {Red tide detection and tracing using MODIS fluorescence data—A regional example in SW Florida coastal waters}, journal = {Remote Sensing of Environment}, volume = {97}, number = {3}, pages = {311–321}, DOI = {10.1016/j.rse.2005.05.013}, url = {https://doi.org/10.1016/j.rse.2005.05.013}, year = {2005}, type = {Journal Article} } @article{8369, author = {Hu, X. and Waller, L. A. and Lyapustin, A.I. and Wang, Y. and Al-Hamdan, M. Z. and Crosson, W. L. and Estes, M. G. and Estes, S. M. and Quattrochi, D. A. and Puttaswamy, S. J. and Liu, Y.}, title = {Estimating ground-level PM2.5 concentrations in the Southeastern United States using MAIAC AOD retrievals and a two-stage model}, journal = {Remote Sensing of Environment}, volume = {140}, pages = {220–232}, DOI = {10.1016/j.rse.2013.08.032}, url = {https://doi.org/10.1016/j.rse.2013.08.032}, year = {2014}, type = {Journal Article} } @article{9087, author = {Hu, X. and Waller, L. A. and Lyapustin, A.I. and Wang, Y. and Liu, Y.}, title = {10-year spatial and temporal trends of PM2.5 concentrations in the southeastern US estimated using high-resolution satellite data}, journal = {Atmospheric Chemistry and Physics}, volume = {14}, number = {12}, pages = {6301–6314}, DOI = {10.5194/acp-14-6301-2014}, url = {https://doi.org/10.5194/acp-14-6301-2014}, year = {2014}, type = {Journal Article} } @article{8080, author = {Hu, X. and Waller, L. A. and Lyapustin, A.I. and Wang, Y. and Liu, Y.}, title = {Improving satellite-driven PM2.5 models with moderate resolution imaging spectroradiometer fire counts in the southeastern U.S}, journal = {Journal of Geophysical Research}, volume = {119}, number = {19}, pages = {11375–11386}, DOI = {10.1002/2014JD021920}, url = {https://doi.org/10.1002/2014JD021920}, year = {2014}, type = {Journal Article} } @article{8788, author = {Hua, X. M. and Pan, J. and Ouzounov, D. and Lyapustin, A.I. and Wang, Y. and Tewari, K. and Leptoukh, G. and Vollmer, B.}, title = {A spatial prescreening technique for Earth observation data}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {4}, number = {1}, pages = {152–156}, DOI = {10.1109/LGRS.2006.886421}, url = {https://doi.org/10.1109/LGRS.2006.886421}, year = {2007}, type = {Journal Article} } @article{8696, author = {Huang, C. and Goward, S. N. and Masek, J. G. and Gao, F. and Vermote, E. F. and Thomas, N. and Schleeweis, K. and Kennedy, R. E. and Zhu, Z. and Eidenshink, J. C. and Townshend, J. R. G.}, title = {Development of time series stacks of Landsat images for reconstructing forest disturbance history}, journal = {International Journal of Digital Earth}, volume = {2}, number = {3}, pages = {195–218}, DOI = {10.1080/17538940902801614}, url = {https://doi.org/10.1080/17538940902801614}, year = {2009}, type = {Journal Article} } @article{512, author = {Huang, C. and Goward, S. N. and Masek, J. G. and Thomas, N. and Zhu, Z. and Vogelmann, J. E.}, title = {An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks}, journal = {Remote Sensing of Environment}, volume = {114}, number = {1}, pages = {183–198}, DOI = {10.1016/j.rse.2009.08.017}, url = {https://doi.org/10.1016/j.rse.2009.08.017}, year = {2010}, type = {Journal Article} } @article{2096, author = {Huang, C. and Goward, S. N. and Schleeweis, K. and Thomas, N. and Masek, J. G. and Zhu, Z.}, title = {Dynamics of national forests assessed using the Landsat record—Case studies in eastern United States}, journal = {Remote Sensing of Environment}, volume = {113}, number = {7}, pages = {1430–1442}, DOI = {10.1016/j.rse.2008.06.016}, url = {https://doi.org/10.1016/j.rse.2008.06.016}, year = {2009}, type = {Journal Article} } @article{2100, author = {Huang, C. and Song, K. and Kim, S. and Townshend, J. R. G. and Davis, P. and Masek, J. G. and Goward, S. N.}, title = {Use of a dark object concept and support vector machines to automate forest cover change analysis}, journal = {Remote Sensing of Environment}, volume = {112}, number = {3}, pages = {970–985}, DOI = {10.1016/j.rse.2007.07.023}, url = {https://doi.org/10.1016/j.rse.2007.07.023}, year = {2008}, type = {Journal Article} } @article{417, author = {Huang, C. and Thomas, N. and Goward, S. N. and Masek, J. G. and Zhu, Z. and Townshend, J. R. G. and Vogelmann, J. E.}, title = {Automated masking of cloud and cloud shadow for forest change analysis using Landsat images}, journal = {International Journal of Remote Sensing}, volume = {31}, number = {20}, pages = {5449–5464}, DOI = {10.1080/01431160903369642}, url = {https://doi.org/10.1080/01431160903369642}, year = {2010}, type = {Journal Article} } @misc{3940, author = {Huang, Chengquan and Townshend, John R. G. and Zhan, Xiwu and Hansen, M.C. and DeFries, Ruth and Sohlberg, Rob}, title = {Detecting land cover changes based on their trajectories in the spectral space}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1984–1986}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.858210}, url = {https://doi.org/10.1109/IGARSS.2000.858210}, year = {2000}, type = {Conference Paper} } @misc{7788, author = {Huang, Chengquan and Townshend, John R. G. and Zhan, Xiwu and Hansen, M.C. and DeFries, Ruth and Solhberg, Rob}, title = {Developing the spectral trajectories of major land cover change processes}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3502}, pages = {155–162}, month = {15–16 September 1998}, note = {READY}, DOI = {10.1117/12.317807}, url = {https://doi.org/10.1117/12.317807}, year = {1998}, type = {Conference Paper} } @article{3711, author = {Huang, H. and Roy, D. P. and Boschetti, L. and Zhang, H. K. and Yan, L. and Kumar, S. S. and Gomez-Dans, J. and Li, J.}, title = {Separability analysis of Sentinel-2A Multi-Spectral Instrument (MSI) data for burned area discrimination}, journal = {Remote Sensing}, volume = {8}, number = {10}, DOI = {10.3390/rs8100873}, url = {https://doi.org/10.3390/rs8100873}, year = {2016}, type = {Journal Article} } @article{25, author = {Huang, H. and Wynne, R. H.}, title = {Simulation of lidar waveforms with a time-dependent radiosity algorithm}, journal = {Canadian Journal of Remote Sensing}, volume = {39}, number = {Suppl. 1}, pages = {S126–S138}, DOI = {10.5589/m13-035}, url = {https://doi.org/10.5589/m13-035}, year = {2013}, type = {Journal Article} } @article{11114, author = {Huang, K. and Bi, J. and Meng, X. and Geng, G. and Lyapustin, A. and Lane, K. J. and Gu, D. and Kinney, P. L. and Liu, Y.}, title = {Estimating daily PM2.5 concentrations in New York City at the neighborhood-scale—Implications for integrating non-regulatory measurements}, journal = {Science of the Total Environment}, volume = {697}, DOI = {10.1016/j.scitotenv.2019.134094}, url = {https://doi.org/10.1016/j.scitotenv.2019.134094}, year = {2019}, type = {Journal Article} } @article{10698, author = {Huang, K. and Xiao, Q. and Meng, X. and Geng, G. and Wang, Y. and Lyapustin, A. and Gu, D. and Liu, Y.}, title = {Predicting monthly high-resolution PM2.5 concentrations with random forest model in the North China Plain}, journal = {Environmental Pollution}, volume = {242}, pages = {675–683}, DOI = {10.1016/j.envpol.2018.07.016}, url = {https://doi.org/10.1016/j.envpol.2018.07.016}, year = {2018}, type = {Journal Article} } @article{12387, author = {Huang, Q. and Bateman, B. L. and Michel, N. L. and Pidgeon, A. M. and Radeloff, V. C. and Heglund, P. and Allstadt, A. J. and Nowakowski, A. J. and Wong, J. and Sauer, J. R.}, title = {Modeled distribution shifts of North American birds over four decades based on suitable climate alone do not predict observed shifts}, journal = {Science of the Total Environment}, volume = {857}, abstract = {As climate change alters the global environment, it is critical to understand the relationship between shifting climate suitability and species distributions. Key questions include whether observed changes in population abundance are aligned with the velocity and direction of shifts predicted by climate suitability models and if the responses are consistent among species with similar ecological traits. We examined the direction and velocity of the observed abundance-based distribution centroids compared with the model-predicted bioclimatic distribution centroids of 250 bird species across the United States from 1969 to 2011. We hypothesized that there is a significant positive correlation in both direction and velocity between the observed and the modeled shifts. We then tested five additional hypotheses that predicted differential shifting velocity based on ecological adaptability and climate change exposure. Contrary to our hypotheses, we found large differences between the observed and modeled shifts among all studied bird species and within specific ecological guilds. However, temperate migrants and habitat generalist species tended to have higher velocity of observed shifts than other species. Neotropical migratory and wetland birds also had significantly different observed velocities than their counterparts, which may be due to their climate change exposure. The velocity based on modeled bioclimatic suitability did not exhibit significant differences among most guilds. Boreal forest birds were the only guild with significantly faster modeled-shifts than the other groups, suggesting an elevated conservation risk for high latitude and altitude species. The highly idiosyncratic species responses to climate and the mismatch between shifts in modeled and observed distribution centroids highlight the challenge of predicting species distribution change based solely on climate suitability and the importance of non-climatic factors traits in shaping species distributions. © 2022 The Authors}, DOI = {10.1016/j.scitotenv.2022.159603}, url = {https://doi.org/10.1016/j.scitotenv.2022.159603}, year = {2023}, type = {Journal Article} } @article{8918, author = {Huang, X. and Chen, X. and Potter, G. L. and Oreopoulos, L. and Cole, J. N. S. and Lee, D. and Loeb, N. G.}, title = {A global climatology of outgoing Longwave spectral cloud radiative effect and associated effective cloud properties}, journal = {Journal of Climate}, volume = {27}, number = {19}, pages = {7475–7492}, DOI = {10.1175/JCLI-D-13-00663.1}, url = {https://doi.org/10.1175/JCLI-D-13-00663.1}, year = {2014}, type = {Journal Article} } @article{2903, author = {Huang, X. and Cole, J. N. S. and He, F. and Potter, G. L. and Oreopoulos, L. and Lee, D. and Suarez, M. and Loeb, N. G.}, title = {Longwave band-by-band cloud radiative effect and its application in GCM evaluation}, journal = {Journal of Climate}, volume = {26}, number = {2}, pages = {450–467}, DOI = {10.1175/JCLI-D-12-00112.1}, url = {https://doi.org/10.1175/JCLI-D-12-00112.1}, year = {2013}, type = {Journal Article} } @article{10858, author = {Huang, Y. and Song, Y. and Huang, J. and Xi, Y. and Johnson, D. and Liu, H.}, title = {Selenium alleviates phytotoxicity of phenanthrene and pyrene in Alternanthera Philoxeroides}, journal = {International Journal of Phytoremediation}, volume = {20}, number = {14}, pages = {1438–1445}, DOI = {10.1080/15226514.2018.1501335}, url = {https://doi.org/10.1080/15226514.2018.1501335}, year = {2018}, type = {Journal Article} } @article{10975, author = {Huang, Y. and Xi, Y. and Gan, L. and Johnson, D. and Wu, Y. and Ren, D. and Liu, H.}, title = {Effects of lead and cadmium on photosynthesis in Amaranthus spinosus and assessment of phytoremediation potential}, journal = {International Journal of Phytoremediation}, volume = {21}, number = {10}, pages = {1041–1049}, DOI = {10.1080/15226514.2019.1594686}, url = {https://doi.org/10.1080/15226514.2019.1594686}, year = {2019}, type = {Journal Article} } @misc{3179, author = {Hudak, A. T. and Bright, B. C. and Kennedy, R. E.}, title = {Predicting live and dead basal area from LandTrendr variables in beetle-affected forests}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1–4}, month = {25–27 June 2013}, note = {READY}, DOI = {10.1109/Multi-Temp.2013.6866024}, url = {https://doi.org/10.1109/Multi-Temp.2013.6866024}, year = {2013}, type = {Conference Paper} } @article{1216, author = {Hudak, A. T. and Lefsky, M. A. and Cohen, W. B. and Berterretche, M.}, title = {Integration of lidar and Landsat ETM+ data for estimating and mapping forest canopy height}, journal = {Remote Sensing of Environment}, volume = {82}, number = {2–3}, pages = {397–416}, DOI = {10.1016/S0034-4257(02)00056-1}, url = {https://doi.org/10.1016/S0034-4257(02)00056-1}, year = {2002}, type = {Journal Article} } @misc{4739, author = {Hudspeth, W. and Nickovic, S. and Yin, D. and Chandy, B. and Barbaris, B. and Budge, A. and Budge, T. and Baros, S. and Benedict, K. and Bales, C. and Catrall, C. and Morain, S. and Sanchez, G. and Sprigg, W. and Thome, K.J.}, title = {PHAiRS, A public health decision support system—Initial results}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, month = {20–24 June 2005}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2005/isrse/html/papers/268.pdf}, url = {http://www.isprs.org/proceedings/2005/isrse/html/papers/268.pdf}, year = {2005}, type = {Conference Paper} } @article{2835, author = {Huemmrich, K. F. and Goward, S. N.}, title = {Vegetation canopy PAR absorptance and NDVI—An assessment for ten tree species with the SAIL model}, journal = {Remote Sensing of Environment}, volume = {61}, number = {2}, pages = {254–269}, DOI = {10.1016/S0034-4257(97)00042-4}, url = {https://doi.org/10.1016/S0034-4257(97)00042-4}, year = {1997}, type = {Journal Article} } @misc{10211, author = {Huete, Alfredo and Didan, Kamel and van Leeuwen, Willem and Vermote, Eric F.}, title = {Global-scale analysis of vegetation indices for moderate resolution monitoring of terrestrial vegetation}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3868}, pages = {141–151}, month = {20–24 September 1999}, note = {READY}, DOI = {10.1117/12.373090}, url = {https://doi.org/10.1117/12.373090}, year = {1999}, type = {Conference Paper} } @article{2310, author = {Huete, A. R. and Didan, K. and Shimabukuro, Y. E. and Ratana, P. and Saleska, S. R. and Hutyra, L. R. and Yang, W. and Nemani, R. R. and Myneni, R.}, title = {Amazon rainforests green-up with sunlight in dry season}, journal = {Geophysical Research Letters}, volume = {33}, number = {6}, DOI = {10.1029/2005GL025583}, url = {https://doi.org/10.1029/2005GL025583}, year = {2006}, type = {Journal Article} } @article{11742, author = {Hugelius, G. and Bockheim, J. G. and Camill, P. and Elberling, B. and Grosse, G. and Harden, J. W. and Johnson, K. and Jorgenson, T. and Koven, C. D. and Kuhry, P. and Michaelson, G. and Mishra, U. and Palmtag, J. and O'Donnell, J. and Schirrmeister, L. and Schuur, E. A. G. and Sheng, Y. and Smith, L. C. and Strauss, J. and Yu, Z.}, title = {A new data set for estimating organic carbon storage to 3 m depth in soils of the northern circumpolar permafrost region}, journal = {Earth System Science Data}, volume = {5}, number = {2}, pages = {393–402}, DOI = {10.5194/essd-5-393-2013}, url = {https://doi.org/10.5194/essd-5-393-2013}, year = {2013}, type = {Journal Article} } @article{11511, author = {Hughes, M. J. and Kennedy, R.}, title = {High-quality cloud masking of Landsat 8 imagery using convolutional neural networks}, journal = {Remote Sensing}, volume = {11}, number = {21}, DOI = {10.3390/rs11212591}, url = {https://doi.org/10.3390/rs11212591}, year = {2019}, type = {Journal Article} } @article{3154, author = {Hui, F. and Ci, T. and Cheng, X. and Scambos, T. A. and Liu, Y. and Zhang, Y. and Chi, Z. and Huang, H. and Wang, X. and Wang, F. and Zhao, C. and Jin, Z. and Wang, K.}, title = {Mapping blue-ice areas in Antarctica using ETM+ and MODIS data}, journal = {Annals of Glaciology}, volume = {55}, number = {66}, pages = {129–137}, DOI = {10.3189/2014AoG66A069}, url = {https://doi.org/10.3189/2014AoG66A069}, year = {2014}, type = {Journal Article} } @article{987, author = {Hulbe, C. L. and Johnston, R. and Joughin, I. and Scambos, T.A.}, title = {Marine ice modification of fringing Ice Shelf flow}, journal = {Arctic, Antarctic, and Alpine Research}, volume = {37}, number = {3}, pages = {323–330}, DOI = {10.1657/1523-0430(2005)037[0323:MIMOFI]2.0.CO;2}, url = {https://doi.org/10.1657/1523-0430(2005)037[0323:MIMOFI]2.0.CO;2}, year = {2005}, type = {Journal Article} } @article{2636, author = {Hulbe, C. L. and Joughin, I. R. and Morse, D. L. and Bindschadler, R. A.}, title = {Tributaries to West Antarctica ice streams—Characteristics deduced from numerical modelling of ice flow}, journal = {Annals of Glaciology}, volume = {31}, pages = {184–188}, DOI = {10.3189/172756400781819969}, url = {https://doi.org/10.3189/172756400781819969}, year = {2000}, type = {Journal Article} } @article{3467, author = {Hulbe, C. L. and Scambos, T. A. and Klinger, M. and Fahnestock, M. A.}, title = {Flow variability and ongoing margin shifts on Bindschadler and MacAyeal Ice Streams, West Antarctica}, journal = {Journal of Geophysical Research Earth Surface}, volume = {121}, number = {2}, pages = {273–293}, DOI = {10.1002/2015JF003670}, url = {https://doi.org/10.1002/2015JF003670}, year = {2016}, type = {Journal Article} } @article{63, author = {Hulbe, C. L. and Scambos, T. A. and Lee, C. K. and Bohlander, J. and Haran, T.}, title = {Recent changes in the flow of the Ross Ice Shelf, West Antarctica}, journal = {Earth and Planetary Science Letters}, volume = {376}, pages = {54–62}, DOI = {10.1016/j.epsl.2013.06.013}, url = {https://doi.org/10.1016/j.epsl.2013.06.013}, year = {2013}, type = {Journal Article} } @article{692, author = {Hulbe, C. L. and Scambos, T. A. and Youngberg, T. and Lamb, A. K.}, title = {Patterns of glacier response to disintegration of the Larsen B ice shelf, Antarctic Peninsula}, journal = {Global and Planetary Change}, volume = {63}, number = {1}, pages = {1–8}, DOI = {10.1016/j.gloplacha.2008.04.001}, url = {https://doi.org/10.1016/j.gloplacha.2008.04.001}, year = {2008}, type = {Journal Article} } @article{8659, author = {Humber, M. L. and Boschetti, L. and Giglio, L. and Justice, C. O.}, title = {Spatial and temporal intercomparison of four global burned area products}, journal = {International Journal of Digital Earth}, volume = {12}, number = {4}, pages = {460–484}, DOI = {10.1080/17538947.2018.1433727}, url = {https://doi.org/10.1080/17538947.2018.1433727}, year = {2019}, type = {Journal Article} } @article{12213, author = {Hunt, E. and Femia, F. and Werrell, C. and Christian, J. I. and Otkin, J. A. and Basara, J. and Anderson, M. and White, T. and Hain, C. and Randall, R. and McGaughey, K.}, title = {Agricultural and food security impacts from the 2010 Russia flash drought}, journal = {Weather and Climate Extremes}, volume = {34}, DOI = {10.1016/j.wace.2021.100383}, url = {https://doi.org/10.1016/j.wace.2021.100383}, year = {2021}, type = {Journal Article} } @article{10491, author = {Hunt, E. R., Jr. and Piper, S. C. and Nemani, R.R. and Keeling, C. D. and Otto, R. D. and Running, S. W.}, title = {Global net carbon exchange and intra-annual atmospheric CO2 concentrations predicted by an ecosystem process model and three-dimensional atmospheric transport model}, journal = {Global Biogeochemical Cycles}, volume = {10}, number = {3}, pages = {431–456}, DOI = {10.1029/96GB01691}, url = {https://doi.org/10.1029/96GB01691}, year = {1996}, type = {Journal Article} } @article{9115, author = {Hunt Jr, E. R. and Everitt, J. H. and Ritchie, J. C. and Moran, M. S. and Booth, D. T. and Anderson, G. L. and Clark, P. E. and Seyfried, M. S.}, title = {Applications and research using remote sensing for rangeland management}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {69}, number = {6}, pages = {675–693}, DOI = {10.14358/PERS.69.6.675}, url = {https://doi.org/10.14358/PERS.69.6.675}, year = {2003}, type = {Journal Article} } @misc{563, author = {Huntington, J. L. and Allen, R. G.}, title = {Evapotranspiration and net irrigation water requirements for Nevada}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {4172–4186}, month = {17–21 May 2009}, note = {READY}, DOI = {10.1061/41036(342)420}, url = {https://doi.org/10.1061/41036(342)420}, year = {2009}, type = {Conference Paper} } @article{3798, author = {Huntington, J. L. and Hegewisch, K. C. and Daudert, B. and Morton, C. G. and Abatzoglou, J. T. and McEvoy, D. J. and Erickson, T.}, title = {Climate engine—Cloud computing and visualization of climate and remote sensing data for advanced natural resource monitoring and process understanding}, journal = {Bulletin of the American Meteorological Society}, volume = {98}, number = {11}, pages = {2397–2409}, DOI = {10.1175/BAMS-D-15-00324.1}, url = {https://doi.org/10.1175/BAMS-D-15-00324.1}, year = {2017}, type = {Journal Article} } @article{3522, author = {Huntington, J.L. and McGwire, K. and Morton, C. and Snyder, K. and Peterson, S. and Erickson, T. and Niswonger, R. and Carroll, R. and Smith, G. and Allen, R.G.}, title = {Assessing the role of climate and resource management on groundwater dependent ecosystem changes in arid environments with the Landsat archive}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {186–197}, DOI = {10.1016/j.rse.2016.07.004}, url = {https://doi.org/10.1016/j.rse.2016.07.004}, year = {2016}, type = {Journal Article} } @article{138, author = {Huntington, J. L. and Niswonger, R. G.}, title = {Role of surface-water and groundwater interactions on projected summertime streamflow in snow dominated regions—An integrated modeling approach}, journal = {Water Resources Research}, volume = {48}, number = {11}, DOI = {10.1029/2012WR012319}, url = {https://doi.org/10.1029/2012WR012319}, year = {2012}, type = {Journal Article} } @article{369, author = {Huntington, J. L. and Szilagyi, J. and Tyler, S. W. and Pohll, G. M.}, title = {Evaluating the complementary relationship for estimating evapotranspiration from arid shrublands}, journal = {Water Resources Research}, volume = {47}, number = {5}, DOI = {10.1029/2010WR009874}, url = {https://doi.org/10.1029/2010WR009874}, year = {2011}, type = {Journal Article} } @article{12340, author = {Hurtt, G. C. and Andrews, A. and Bowman, K. and Brown, M. E. and Chatterjee, A. and Escobar, V. and Fatoyinbo, L. and Griffith, P. and Guy, M. and Healey, S. P. and Jacob, D. J. and Kennedy, R. and Lohrenz, S. and McGroddy, M. E. and Morales, V. and Nehrkorn, T. and Ott, L. and Saatchi, S. and Sepulveda Carlo, E. and Serbin, S. P. and Tian, H.}, title = {The NASA Carbon Monitoring System Phase 2 synthesis—Scope, findings, gaps and recommended next steps}, journal = {Environmental Research Letters}, volume = {17}, number = {6}, abstract = {Underlying policy efforts to address global climate change is the scientific need to develop the methods to accurately measure and model carbon stocks and fluxes across the wide range of spatial and temporal scales in the Earth system. Initiated in 2010, the NASA Carbon Monitoring System is one of the most ambitious relevant science initiatives to date, exploiting the satellite remote sensing resources, computational capabilities, scientific knowledge, airborne science capabilities, and end-to-end system expertise that are major strengths of the NASA Earth Science program. Here we provide a synthesis of 'Phase 2' activities (2011-2019), encompassing 79 projects, 482 publications, and 136 data products. Our synthesis addresses four key questions: What has been attempted? What major results have been obtained? What major gaps and uncertainties remain? and What are the recommended next steps? Through this review, we take stock of what has been accomplished and identify future priorities toward meeting the nation's needs for carbon monitoring reporting and verification. © 2022 The Author(s). Published by IOP Publishing Ltd.}, DOI = {10.1088/1748-9326/ac7407}, url = {https://doi.org/10.1088/1748-9326/ac7407}, year = {2022}, type = {Journal Article} } @article{587, author = {Hutchison, K. D. and Mahoney, R. L. and Vermote, E. F. and Kopp, T. J. and Jackson, J. M. and Sei, A. and Iisager, B. D.}, title = {A geometry-based approach to identifying cloud shadows in the VIIRS cloud mask algorithm for NPOESS}, journal = {Journal of Atmospheric and Oceanic Technology}, volume = {26}, number = {7}, pages = {1388–1397}, DOI = {10.1175/2009JTECHA1198.1}, url = {https://doi.org/10.1175/2009JTECHA1198.1}, year = {2009}, type = {Journal Article} } @article{9006, author = {Hymer, D. C. and Moran, M. S. and Keefer, T. O.}, title = {Soil water evaluation using a hydrologic model and calibrated sensor network}, journal = {Soil Science Society of America Journal}, volume = {64}, number = {1}, pages = {319–326}, DOI = {10.2136/sssaj2000.641319x}, url = {https://doi.org/10.2136/sssaj2000.641319x}, year = {2000}, type = {Journal Article} } @article{11877, author = {Hyyppä, E. and Hyyppä, J. and Hakala, T. and Kukko, A. and Wulder, M. A. and White, J. C. and Pyörälä, J. and Yu, X. and Wang, Y. and Virtanen, J. P. and Pohjavirta, O. and Liang, X. and Holopainen, M. and Kaartinen, H.}, title = {Under-canopy UAV laser scanning for accurate forest field measurements}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {164}, pages = {41–60}, DOI = {10.1016/j.isprsjprs.2020.03.021}, url = {https://doi.org/10.1016/j.isprsjprs.2020.03.021}, year = {2020}, type = {Journal Article} } @article{11681, author = {Hyyppä, E. and Kukko, A. and Kaijaluoto, R. and White, J. C. and Wulder, M. A. and Pyörälä, J. and Liang, X. and Yu, X. and Wang, Y. and Kaartinen, H. and Virtanen, J. P. and Hyyppä, J.}, title = {Accurate derivation of stem curve and volume using backpack mobile laser scanning}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {161}, pages = {246–262}, DOI = {10.1016/j.isprsjprs.2020.01.018}, url = {https://doi.org/10.1016/j.isprsjprs.2020.01.018}, year = {2020}, type = {Journal Article} } @inbook{11752, author = {Hyyppä, J. and Karjalainen, M. and Liang, X. and Jaakkola, A. and Yu, X. and Wulder, M. and Hollaus, M. and White, J. C. and Vastaranta, M. and Karila, K. and Kaartinen, H. and Vaaja, M. and Kankare, V. and Kukko, A. and Holopainen, M. and Hyyppä, H. and Katoh, M.}, title = {Remote sensing of forests from lidar and radar}, booktitle = {Land resources monitoring, modeling, and mapping with remote sensing}, editor = {Thenkabail, P.S.}, connective phrase = {Remote sensing of forests from lidar and radar}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {397–427}, DOI = {10.1201/b19322-26}, url = {https://doi.org/10.1201/b19322-26}, year = {2015}, type = {Book Section} } @article{12190, author = {Ibrahim, E. S. and Rufin, P. and Nill, L. and Kamali, B. and Nendel, C. and Hostert, P.}, title = {Mapping crop types and cropping systems in Nigeria with Sentinel-2 imagery}, journal = {Remote Sensing}, volume = {13}, number = {17}, DOI = {10.3390/rs13173523}, url = {https://doi.org/10.3390/rs13173523}, year = {2021}, type = {Journal Article} } @article{2315, author = {Ichii, K. and Hashimoto, H. and Nemani, R.R. and White, M.}, title = {Modeling the interannual variability and trends in gross and net primary productivity of tropical forests from 1982 to 1999}, journal = {Global and Planetary Change}, volume = {48}, number = {4}, pages = {274–286}, DOI = {10.1016/j.gloplacha.2005.02.005}, url = {https://doi.org/10.1016/j.gloplacha.2005.02.005}, year = {2005}, type = {Journal Article} } @article{2300, author = {Ichii, K. and Hashimoto, H. and White, M. A. and Potter, C. and Hutyra, L. R. and Huete, A. R. and Myneni, R. B. and Nemani, R. R.}, title = {Constraining rooting depths in tropical rainforests using satellite data and ecosystem modeling for accurate simulation of gross primary production seasonality}, journal = {Global Change Biology}, volume = {13}, number = {1}, pages = {67–77}, DOI = {10.1111/j.1365-2486.2006.01277.x}, url = {https://doi.org/10.1111/j.1365-2486.2006.01277.x}, year = {2007}, type = {Journal Article} } @article{2280, author = {Ichii, K. and Wang, W. and Hashimoto, H. and Yang, F. and Votava, P. and Michaelis, A. R. and Nemani, R. R.}, title = {Refinement of rooting depths using satellite-based evapotranspiration seasonality for ecosystem modeling in California}, journal = {Agricultural and Forest Meteorology}, volume = {149}, number = {11}, pages = {1907–1918}, DOI = {10.1016/j.agrformet.2009.06.019}, url = {https://doi.org/10.1016/j.agrformet.2009.06.019}, year = {2009}, type = {Journal Article} } @article{2291, author = {Ichii, K. and White, M. A. and Votava, P. and Michaelis, A. and Nemani, R. R.}, title = {Evaluation of snow models in terrestrial biosphere models using ground observation and satellite data—Impact on terrestrial ecosystem processes}, journal = {Hydrological Processes}, volume = {22}, number = {3}, pages = {347–355}, DOI = {10.1002/hyp.6616}, url = {https://doi.org/10.1002/hyp.6616}, year = {2008}, type = {Journal Article} } @misc{10237, author = {Ientilucci, E. J. and Brown, S. D. and Schott, J. R. and Raqueño, R. V.}, title = {Multispectral simulation environment for modeling low-light-level sensor systems}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3434}, pages = {10–19}, month = {19–24 July 1998}, note = {READY}, DOI = {10.1117/12.331229}, url = {https://doi.org/10.1117/12.331229}, year = {1998}, type = {Conference Paper} } @misc{9975, author = {Ientilucci, E. J. and Schott, J. R.}, title = {Target detection in a structured background environment using an infeasibility metric in an invariant space}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5806}, pages = {491–502}, month = {28 March–1 April 2005}, note = {READY}, DOI = {10.1117/12.605850}, url = {https://doi.org/10.1117/12.605850}, year = {2005}, type = {Conference Paper} } @misc{855, author = {Ientilucci, E. J. and Schott, J. R.}, title = {Physics based target detection using a hybrid algorithm with an infeasibility metric}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {V1193–V1196}, month = {14–19 May 2006}, note = {READY}, DOI = {10.1109/ICASSP.2006.1661495}, url = {https://doi.org/10.1109/ICASSP.2006.1661495}, year = {2006}, type = {Conference Paper} } @article{10985, author = {Ilori, C. O. and Pahlevan, N. and Knudby, A.}, title = {Analyzing performances of different atmospheric correction techniques for Landsat 8—Application for coastal remote sensing}, journal = {Remote Sensing}, volume = {11}, number = {4}, DOI = {10.3390/rs11040469}, url = {https://doi.org/10.3390/rs11040469}, year = {2019}, type = {Journal Article} } @article{2276, author = {Imoto, H. H. H. and Melton, F. and Ichii, K. and Milesi, C. and Wang, W. and Nemani, R. R.}, title = {Evaluating the impacts of climate and elevated carbon dioxide on tropical rainforests of the western Amazon basin using ecosystem models and satellite data}, journal = {Global Change Biology}, volume = {16}, number = {1}, pages = {255–271}, DOI = {10.1111/j.1365-2486.2009.01921.x}, url = {https://doi.org/10.1111/j.1365-2486.2009.01921.x}, year = {2010}, type = {Journal Article} } @article{8665, author = {Inoue, Y. and Moran, M. S.}, title = {A simplified method for remote sensing of daily canopy transpiration—A case study with direct measurements of canopy transpiration in soybean canopies}, journal = {International Journal of Remote Sensing}, volume = {18}, number = {1}, pages = {139–152}, DOI = {10.1080/014311697219321}, url = {https://doi.org/10.1080/014311697219321}, year = {1997}, type = {Journal Article} } @misc{3968, author = {Inoue, Y. and Penuelus, J. and Nouevllon, Y. and Moran, M. S.}, title = {Hyperspectral reflectance measurements for estimating eco-physiological status of plants}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4151}, pages = {153–163}, month = {9–12 October 2000}, note = {READY}, DOI = {10.1117/12.417003}, url = {https://doi.org/10.1117/12.417003}, year = {2001}, type = {Conference Paper} } @misc{3925, author = {Inoue, Yoshio and Qi, Jiaguo and Nouvellon, Yann and Moran, M. S.}, title = {Hyperspectral and directional remote sensing measurements of rice canopies for estimation of plant growth variables}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1471–1473}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.857243}, url = {https://doi.org/10.1109/IGARSS.2000.857243}, year = {2000}, type = {Conference Paper} } @misc{9962, author = {Introne, R. E. and Block, N. R. and Schott, J. R.}, title = {Comparison of monochromatic and polychromatic modeling of sparse-aperture image quality}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1–19}, month = {5–12 March 2005}, note = {READY}, DOI = {10.1109/AERO.2005.1559485}, url = {https://doi.org/10.1109/AERO.2005.1559485}, year = {2005}, type = {Conference Paper} } @misc{10297, author = {Ioannidis, Yannis and Livny, Miron and Ailamaki, Anastassia and Ranganathan, Arvind and Therber, Andrew and Yuin, Maria and Anderson, M.C. and Norman, John}, title = {Managing soil science experiments using ZOO (http://www.cs.wisc.edu//splsim/ZOO)}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {121–124}, month = {11–13 August 1997}, note = {READY}, DOI = {10.1109/SSDM.1997.621171}, url = {https://doi.org/10.1109/SSDM.1997.621171}, year = {1997}, type = {Conference Paper} } @article{2798, author = {Irish, R. R. and Barker, J. L. and Goward, S. N. and Arvidson, T.}, title = {Characterization of the Landsat-7 ETM+ automated cloud-cover assessment (ACCA) algorithm}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {10}, pages = {1179–1188}, DOI = {10.14358/PERS.72.10.1179}, url = {https://doi.org/10.14358/PERS.72.10.1179}, year = {2006}, type = {Journal Article} } @misc{6191, author = {Irmak, A. and Ratcliffe, I. and Ranade, P. and Irmak, J. S. and Allen, R. G. and Kjaersgaard, J. and Kamble, B. and Choragudi, R. and Hubbard, K. G. and Singh, R. and Mutiibwa, D. and Healey, N.}, title = {Seasonal evapotranspiration mapping using Landsat visible and thermal data with an energy balance approach in central Nebraska}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 352}, pages = {84–88}, month = {27–30 September 2010}, note = {READY}, year = {2012}, type = {Conference Paper} } @article{1155, author = {Irmak, S. and Allen, R. G. and Whitty, E. B.}, title = {Daily grass and alfalfa-reference evapotranspiration estimates and alfalfa-to-grass evapotranspiration ratios in Florida}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {129}, number = {5}, pages = {360–370}, DOI = {10.1061/(ASCE)0733-9437(2003)129:5(360)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2003)129:5(360)}, year = {2003}, type = {Journal Article} } @article{1003, author = {Irmak, S. and Howell, T. A. and Allen, R. G. and Payero, J. O. and Martin, D. L.}, title = {Standardized ASCE Penman-Monteith—Impact of sum-of-hourly vs. 24-hour timestep computations at reference weather station sites}, journal = {Transactions of the American Society of Agricultural Engineers}, volume = {48}, number = {3}, pages = {1063–1077}, DOI = {10.13031/2013.18517}, url = {https://doi.org/10.13031/2013.18517}, year = {2005}, type = {Journal Article} } @article{1157, author = {Irmak, S. and Irmak, A. and Allen, R. G. and Jones, J. W.}, title = {Solar and net radiation-based equations to estimate reference evapotranspiration in humid climates}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {129}, number = {5}, pages = {336–347}, DOI = {10.1061/(ASCE)0733-9437(2003)129:5(336)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2003)129:5(336)}, year = {2003}, type = {Journal Article} } @article{11722, author = {Irmak, S. and Irmak, A. and Jones, J. W. and Howell, T. A. and Jacobs, J. M. and Allen, R. G. and Hoogenboom, G.}, title = {Predicting daily net radiation using minimum climatological data}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {129}, number = {4}, pages = {256–269}, DOI = {10.1061/(ASCE)0733-9437(2003)129:4(256)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2003)129:4(256)}, year = {2003}, type = {Journal Article} } @article{11745, author = {Irmak, S. and Kilic, A. and Chatterjee, S.}, title = {On the equality assumption of latent and sensible heat energy transfer coefficients of the bowen ratio theory for evapotranspiration estimations—Another look at the potential causes of inequalities}, journal = {Climate}, volume = {2}, number = {3}, pages = {181–205}, DOI = {10.3390/cli2030181}, url = {https://doi.org/10.3390/cli2030181}, year = {2014}, type = {Journal Article} } @article{3208, author = {Irmak, S. and Payero, J. O. and Kilic, A. and Odhiambo, L. O. and Rudnick, D. and Sharma, V. and Billesbach, D.}, title = {On the magnitude and dynamics of eddy covariance system residual energy (energy balance closure error) in subsurface drip-irrigated maize field during growing and non-growing (dormant) seasons}, journal = {Irrigation Science}, volume = {32}, number = {6}, pages = {471–483}, DOI = {10.1007/s00271-014-0443-3}, url = {https://doi.org/10.1007/s00271-014-0443-3}, year = {2014}, type = {Journal Article} } @misc{2964, author = {Irons, James R.}, title = {Present and future of the Landsat program}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4049}, pages = {122–133}, month = {24–26 April 2000}, note = {READY}, DOI = {10.1117/12.410333}, url = {https://doi.org/10.1117/12.410333}, year = {2000}, type = {Conference Paper} } @misc{2148, author = {Irons, J. R. and Dwyer, J. L.}, title = {An overview of the Landsat Data Continuity Mission}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7695}, month = {5–8 April 2010}, note = {READY}, DOI = {10.1117/12.850416}, url = {https://doi.org/10.1117/12.850416}, year = {2010}, type = {Conference Paper} } @article{2143, author = {Irons, J. R. and Dwyer, J. L. and Barsi, J. A.}, title = {The next Landsat satellite—The Landsat Data Continuity Mission}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {11–21}, DOI = {10.1016/j.rse.2011.08.026}, url = {https://doi.org/10.1016/j.rse.2011.08.026}, year = {2012}, type = {Journal Article} } @article{99, author = {Irons, J. R. and Loveland, T. R.}, title = {Eighth Landsat satellite becomes operational}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {79}, number = {5}, pages = {399–401}, DOI = {http://digital.ipcprintservices.com/publication/index.php?i=156369&m=&l=&p=9&pre=&ver=html5#{"page":8,"issue_id":156369}}, url = {http://digital.ipcprintservices.com/publication/index.php?i=156369&m=&l=&p=9&pre=&ver=html5#{"page":8,"issue_id":156369}}, year = {2013}, type = {Journal Article} } @article{2110, author = {Irons, J. R. and Masek, J. G.}, title = {Requirements for a Landsat data continuity mission}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {10}, pages = {1102–1108}, DOI = {http://info.asprs.org/publications/pers/2006journal/october/highlight.pdf}, url = {http://info.asprs.org/publications/pers/2006journal/october/highlight.pdf}, year = {2006}, type = {Journal Article} } @misc{2949, author = {Irons, J. R. and Murphy-Morris, J.}, title = {An operational land imager for the Landsat data continuity mission}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2808–2810}, month = {23–28 July 2007}, note = {READY}, DOI = {10.1109/IGARSS.2007.4423426}, url = {https://doi.org/10.1109/IGARSS.2007.4423426}, year = {2007}, type = {Conference Paper} } @misc{2425, author = {Irons, J. R. and Ochs, W.R.}, title = {Status of the Landsat Data Continuity Mission}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1183–1185}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1368626}, url = {https://doi.org/10.1109/IGARSS.2004.1368626}, year = {2004}, type = {Conference Paper} } @misc{2117, author = {Irons, J. R. and Speciale, N. J. and Douglas McCuistion, J. and Masek, J. G. and Markham, B. L. and Storey, J. C. and Lencioni, D. E. and Ryan, R. E.}, title = {Data specifications for the Landsat Data Continuity Mission}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1335–1337}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1294100}, url = {https://doi.org/10.1109/IGARSS.2003.1294100}, year = {2003}, type = {Conference Paper} } @misc{2720, author = {Irons, James R. and Williams, Darrel L. and Markham, Brian L.}, title = {Landsat 7 and beyond}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2161–2163}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516922}, url = {https://doi.org/10.1109/IGARSS.1996.516922}, year = {1996}, type = {Conference Paper} } @article{8682, author = {Ishida, T. and Price, J. C.}, title = {A procedure to infer complex refractive index and mean particle radius of soils from visible and near-infrared reflectance data}, journal = {International Journal of Remote Sensing}, volume = {17}, number = {11}, pages = {2145–2164}, DOI = {10.1080/01431169608948763}, url = {https://doi.org/10.1080/01431169608948763}, year = {1996}, type = {Journal Article} } @article{2196, author = {Islam, Md A. and Thenkabail, P. S. and Kulawardhana, R. W. and Alankara, R. and Gunasinghe, S. and Edussriya, C. and Gunawardana, A.}, title = {Semi-automated methods for mapping wetlands using Landsat ETM+ and SRTM data}, journal = {International Journal of Remote Sensing}, volume = {29}, number = {24}, pages = {7077–7106}, DOI = {10.1080/01431160802235878}, url = {https://doi.org/10.1080/01431160802235878}, year = {2008}, type = {Journal Article} } @article{1140, author = {Itenfisu, D. and Elliott, R. L. and Allen, R. G. and Walter, I. A.}, title = {Comparison of reference evapotranspiration calculations as part of the ASCE standardization effort}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {129}, number = {6}, pages = {440–448}, DOI = {10.1061/(ASCE)0733-9437(2003)129:6(440)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2003)129:6(440)}, year = {2003}, type = {Journal Article} } @article{11853, author = {Ives, A. R. and Barton, B. T. and Penczykowski, R. M. and Harmon, J. P. and Kim, K. L. and Oliver, K. and Radeloff, V. C.}, title = {Self-perpetuating ecological–evolutionary dynamics in an agricultural host–parasite system}, journal = {Nature Ecology and Evolution}, volume = {4}, number = {5}, pages = {702–711}, DOI = {10.1038/s41559-020-1155-0}, url = {https://doi.org/10.1038/s41559-020-1155-0}, year = {2020}, type = {Journal Article} } @article{12214, author = {Ives, A. R. and Zhu, L. and Wang, F. and Zhu, J. and Morrow, C. J. and Radeloff, V. C.}, title = {Statistical inference for trends in spatiotemporal data}, journal = {Remote Sensing of Environment}, volume = {266}, DOI = {10.1016/j.rse.2021.112678}, url = {https://doi.org/10.1016/j.rse.2021.112678}, year = {2021}, type = {Journal Article} } @article{12302, author = {Ives, A. R. and Zhu, L. and Wang, F. and Zhu, J. and Morrow, C. J. and Radeloff, V. C.}, title = {Statistical tests for non-independent partitions of large autocorrelated datasets}, journal = {MethodsX}, volume = {9}, abstract = {Large sets of autocorrelated data are common in fields such as remote sensing and genomics. For example, remote sensing can produce maps of information for millions of pixels, and the information from nearby pixels will likely be spatially autocorrelated. Although there are well-established statistical methods for testing hypotheses using autocorrelated data, these methods become computationally impractical for large datasets. • The method developed here makes it feasible to perform F-tests, likelihood ratio tests, and t-tests for large autocorrelated datasets. The method involves subsetting the dataset into partitions, analyzing each partition separately, and then combining the separate tests to give an overall test. • The separate statistical tests on partitions are non-independent, because the points in different partitions are not independent. Therefore, combining separate analyses of partitions requires accounting for the non-independence of the test statistics among partitions. • The methods can be applied to a wide range of data, including not only purely spatial data but also spatiotemporal data. For spatiotemporal data, it is possible to estimate coefficients from time-series models at different spatial locations and then analyze the spatial distribution of the estimates. The spatial analysis can be simplified by estimating spatial autocorrelation directly from the spatial autocorrelation among time series. © 2022}, DOI = {10.1016/j.mex.2022.101660}, url = {https://doi.org/10.1016/j.mex.2022.101660}, year = {2022}, type = {Journal Article} } @article{12411, author = {Jaafar, H. H. and Mourad, R. M. and Kustas, W. P. and Anderson, M. C.}, title = {A global implementation of single- and dual-source surface energy balance models for estimating actual evapotranspiration at 30-m resolution using Google Earth Engine}, journal = {Water Resources Research}, volume = {58}, number = {11}, abstract = {Evapotranspiration (ET) provides a robust connection between hydrological cycles and surface energy balance. Accurate and near-daily ET estimation has utility in water resources, agricultural management applications, crop yields and drought monitoring. This study describes the implementation of an ET modeling system based on a Priestley-Taylor version of the Two-Source (soil and vegetation) Energy Balance Model (TSEB-PT) within Google Earth Engine environment. TSEB-PT performance was compared with the simpler single-source HSEB (Hybrid Surface Energy Balance) ET model to assess relative advantages and disadvantages for operational application. Results were evaluated across multiple biomes and climatic zones across the US, Europe, and Australia in comparison with eddy covariance data from 30 flux tower sites. Both models produced similar results when considering all biomes at daily, weekly, and monthly timescales. Daily ET metrics for all sites combined yielded comparable results for both models, with a slightly lower root-mean-square error for TSEB-PT (HSEB) of 1.2 (1.3) mm/d and a higher correlation (r) of 0.83 (0.80), but a larger mean percent bias error (MPBE = −9%) than HSEB (MPBE = 1%). TSEB-PT performance was lowest for sites in warm summer humid continental and hot semi-arid climates and in evergreen broadleaf forest cover, while HSEB showed lowest performance in tropical savanna hot semi-arid climates and in savanna covers. Model performance was improved for both cropland and non-cropland sites when TSEB-PT and HSEB ET estimates were combined through simple averaging due to cancellation of opposing errors, showing a promise as potential tools for water resource management on a global scale. © 2022 The Authors. This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA.}, DOI = {10.1029/2022WR032800}, url = {https://doi.org/10.1029/2022WR032800}, year = {2022}, type = {Journal Article} } @article{8811, author = {Jackson, T. J. and Bindlish, R. and Cosh, M. H. and Zhao, T. and Starks, P. J. and Bosch, D. D. and Seyfried, M. and Moran, M. S. and Goodrich, D. C. and Kerr, Y. H. and Leroux, D.}, title = {Validation of soil moisture and Ocean Salinity (SMOS) soil moisture over watershed networks in the U.S}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {50}, number = {5 pt. 1}, pages = {1530–1543}, DOI = {10.1109/TGRS.2011.2168533}, url = {https://doi.org/10.1109/TGRS.2011.2168533}, year = {2012}, type = {Journal Article} } @article{1069, author = {Jackson, T. J. and Chen, D. and Cosh, M. and Li, F. and Anderson, M.C. and Walthall, C. and Doriaswamy, P. and Hunt, E. R.}, title = {Vegetation water content mapping using Landsat data derived normalized difference water index for corn and soybeans}, journal = {Remote Sensing of Environment}, volume = {92}, number = {4}, pages = {475–482}, DOI = {10.1016/j.rse.2003.10.021}, url = {https://doi.org/10.1016/j.rse.2003.10.021}, year = {2004}, type = {Journal Article} } @article{8809, author = {Jackson, T. J. and Cosh, M. H. and Bindlish, R. and Starks, P. J. and Bosch, D. D. and Seyfried, M. and Goodrich, D. C. and Moran, M. S. and Du, J.}, title = {Validation of advanced microwave scanning radiometer soil moisture products}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {48}, number = {12}, pages = {4256–4272}, DOI = {10.1109/TGRS.2010.2051035}, url = {https://doi.org/10.1109/TGRS.2010.2051035}, year = {2010}, type = {Journal Article} } @article{8334, author = {Jackson, T. J. and Moran, M. S. and O'Neill, P. E.}, title = {Introduction to Soil Moisture Experiments 2004 (SMEX04) Special Issue}, journal = {Remote Sensing of Environment}, volume = {112}, number = {2}, pages = {301–303}, DOI = {10.1016/j.rse.2007.01.021}, url = {https://doi.org/10.1016/j.rse.2007.01.021}, year = {2008}, type = {Journal Article} } @article{1114, author = {Jacob, F. and Petitcolin, F. and Schmugge, T. and Vermote, E.F. and French, A. and Ogawa, K.}, title = {Comparison of land surface emissivity and radiometric temperature derived from MODIS and ASTER sensors}, journal = {Remote Sensing of Environment}, volume = {90}, number = {2}, pages = {137–152}, DOI = {10.1016/j.rse.2003.11.015}, url = {https://doi.org/10.1016/j.rse.2003.11.015}, year = {2004}, type = {Journal Article} } @article{10606, author = {Jacobel, R. W. and Scambos, T. A. and Nereson, N. A. and Raymond, C. F.}, title = {Changes in the margin of Ice Stream C, Antarctica}, journal = {Journal of Glaciology}, volume = {46}, number = {152}, pages = {102–110}, DOI = {10.3189/172756500781833485}, url = {https://doi.org/10.3189/172756500781833485}, year = {2000}, type = {Journal Article} } @article{1518, author = {Jacobel, R. W. and Scambos, T. A. and Raymond, C. F. and Gades, A. M.}, title = {Changes in the configuration of ice stream flow from the West Antarctic Ice Sheet}, journal = {Journal of Geophysical Research Solid Earth}, volume = {101}, number = {3}, pages = {5499–5504}, DOI = {10.1029/95JB03735}, url = {https://doi.org/10.1029/95JB03735}, year = {1996}, type = {Journal Article} } @article{1102, author = {Jacobs, J. M. and Anderson, M. C. and Friess, L. C. and Diak, G. R.}, title = {Solar radiation, longwave radiation and emergent wetland evapotranspiration estimates from satellite data in Florida, USA}, journal = {Hydrological Sciences Journal}, volume = {49}, number = {3}, pages = {461–476}, DOI = {10.1623/hysj.49.3.461.54352}, url = {https://doi.org/10.1623/hysj.49.3.461.54352}, year = {2004}, type = {Journal Article} } @article{1221, author = {Jacobs, J. M. and Myers, D. A. and Anderson, M. C. and Diak, G. R.}, title = {GOES surface insolation to estimate wetlands evapotranspiration}, journal = {Journal of Hydrology}, volume = {266}, number = {1–2}, pages = {53–65}, DOI = {10.1016/S0022-1694(02)00117-8}, url = {https://doi.org/10.1016/S0022-1694(02)00117-8}, year = {2002}, type = {Journal Article} } @article{8057, author = {Jacobsen, A. and Heidebrecht, K. B. and Goetz, A. F. H.}, title = {Assessing the quality of the radiometric and spectral calibration of casi data and retrieval of surface reflectance factors}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {66}, number = {9}, pages = {1083–1091}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2000journal/september/2000_sept_1083-1091.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2000journal/september/2000_sept_1083-1091.pdf}, year = {2000}, type = {Journal Article} } @article{30, author = {Jägermeyr, J. and Gerten, D. and Lucht, W. and Hostert, P. and Migliavacca, M. and Nemani, R.R.}, title = {A high-resolution approach to estimating ecosystem respiration at continental scales using operational satellite data}, journal = {Global Change Biology}, volume = {20}, number = {4}, pages = {1191–1210}, DOI = {10.1111/gcb.12443}, url = {https://doi.org/10.1111/gcb.12443}, year = {2013}, type = {Journal Article} } @article{3795, author = {Jakimow, B. and Griffiths, P. and van der Linden, S. and Hostert, P.}, title = {Mapping pasture management in the Brazilian Amazon from dense Landsat time series}, journal = {Remote Sensing of Environment}, volume = {205}, pages = {453–468}, DOI = {10.1016/j.rse.2017.10.009}, url = {https://doi.org/10.1016/j.rse.2017.10.009}, year = {2018}, type = {Journal Article} } @article{11588, author = {Jakimow, B. and van der Linden, S. and Thiel, F. and Frantz, D. and Hostert, P.}, title = {Visualizing and labeling dense multi-sensor earth observation time series—The EO Time Series Viewer}, journal = {Environmental Modelling and Software}, volume = {125}, DOI = {10.1016/j.envsoft.2020.104631}, url = {https://doi.org/10.1016/j.envsoft.2020.104631}, year = {2020}, type = {Journal Article} } @article{120, author = {Jaksa, W. T. and Sridhar, V. and Huntington, J. L. and Khanal, M.}, title = {Evaluation of the complementary relationship using noah land surface model and North American regional reanalysis (NARR) data to estimate evapotranspiration in semiarid ecosystems}, journal = {Journal of Hydrometeorology}, volume = {14}, number = {1}, pages = {345–359}, DOI = {10.1175/JHM-D-11-067.1}, url = {https://doi.org/10.1175/JHM-D-11-067.1}, year = {2013}, type = {Journal Article} } @misc{765, author = {Jakubowski, M. K. and Pogorzala, D. and Hattenberger, T. J. and Brown, S. D. and Schott, J. R.}, title = {Synthetic data generation of high resolution, hyperspectral data using DIRSIG}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6661}, month = {28–29 August 2007}, note = {READY}, DOI = {10.1117/12.735264}, url = {https://doi.org/10.1117/12.735264}, year = {2007}, type = {Conference Paper} } @article{10541, author = {Janetos, A. C. and Justice, C. O.}, title = {Land cover and global productivity—A measurement strategy for the NASA programme}, journal = {International Journal of Remote Sensing}, volume = {21}, number = {6–7}, pages = {1491–1512}, DOI = {10.1080/014311600210281}, url = {https://doi.org/10.1080/014311600210281}, year = {2000}, type = {Journal Article} } @article{11051, author = {Jänicke, C. and Okujeni, A. and Cooper, S. and Clark, M. and Hostert, P. and van der Linden, S.}, title = {Brightness gradient-corrected hyperspectral image mosaics for fractional vegetation cover mapping in northern California}, journal = {Remote Sensing Letters}, volume = {11}, number = {1}, pages = {1–10}, DOI = {10.1080/2150704X.2019.1670518}, url = {https://doi.org/10.1080/2150704X.2019.1670518}, year = {2020}, type = {Journal Article} } @article{9030, author = {Jantz, S. M. and Pintea, L. and Nackoney, J. and Hansen, M. C.}, title = {Landsat ETM+ and SRTM data provide near real-time monitoring of Chimpanzee (Pan troglodytes) habitats in Africa}, journal = {Remote Sensing}, volume = {8}, number = {5}, DOI = {10.3390/rs8050427}, url = {https://doi.org/10.3390/rs8050427}, year = {2016}, type = {Journal Article} } @article{8832, author = {Januchowski-Hartley, S. R. and Holtz, L. A. and Martinuzzi, S. and McIntyre, P. B. and Radeloff, V. C. and Pracheil, B. M.}, title = {Future land use threats to range-restricted fish species in the United States}, journal = {Diversity and Distributions}, volume = {22}, number = {6}, pages = {663–671}, DOI = {10.1111/ddi.12431}, url = {https://doi.org/10.1111/ddi.12431}, year = {2016}, type = {Journal Article} } @article{3649, author = {Jarron, L. R. and Hermosilla, T. and Coops, N. C. and Wulder, M. A. and White, J. C. and Hobart, G. W. and Leckie, D. G.}, title = {Differentiation of alternate harvesting practices using annual time series of Landsat data}, journal = {Forests}, volume = {8}, number = {1}, DOI = {10.3390/f8010015}, url = {https://doi.org/10.3390/f8010015}, year = {2017}, type = {Journal Article} } @article{8913, author = {Jasinski, E. and Morton, D. and DeFries, R. and Shimabukuro, Y. and Anderson, L. and Hansen, M.C.}, title = {Physical landscape correlates of the expansion of mechanized agriculture in Mato Grosso, Brazil}, journal = {Earth Interactions}, volume = {9}, number = {16}, DOI = {10.1175/EI143.1}, url = {https://doi.org/10.1175/EI143.1}, year = {2005}, type = {Journal Article} } @misc{11781, author = {Jean-Claude, R. and Vermote, E. and Skakun, S. and Murphy, E. and Holben, B. and Justice, C.}, title = {Evaluation of the land surface reflectance fundamental climate data record}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {44–47}, month = {23–28 July 2017}, note = {READY}, DOI = {10.1109/IGARSS.2017.8126889}, url = {https://doi.org/10.1109/IGARSS.2017.8126889}, year = {2017}, type = {Conference Paper} } @article{10520, author = {Jensen, D. T. and Hargreaves, G. H. and Temesgen, B. and Allen, R. G.}, title = {Computation of ETo under nonideal conditions}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {123}, number = {5}, pages = {394–400}, DOI = {10.1061/(ASCE)0733-9437(1997)123:5(394)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(1997)123:5(394)}, year = {1997}, type = {Journal Article} } @book{6933, author = {Jensen, M. E. and Allen, R. G., eds.}, title = {Evaporation, evapotranspiration, and irrigation water requirements, 2nd, ASCE manuals and reports on engineering practice no. 70}, publisher = {American Society of Civil Engineers}, place published = {Reston, Va.}, extent of work = {767}, DOI = {10.1061/9780784414057}, url = {https://doi.org/10.1061/9780784414057}, year = {2016}, type = {Book} } @article{9, author = {Jeon, S. B. and Olofsson, P. and Woodcock, C. E.}, title = {Land use change in New England—A reversal of the forest transition}, journal = {Journal of Land Use Science}, volume = {9}, number = {1}, pages = {105–130}, DOI = {10.1080/1747423X.2012.754962}, url = {https://doi.org/10.1080/1747423X.2012.754962}, year = {2014}, type = {Journal Article} } @misc{662, author = {Jeon, S. B. and Woodcock, C. E. and Zhao, F. and Yang, X. and Houghton, R. A. and Hackler, J. L.}, title = {The effects of land use change on the terrestrial carbon budgets of new england}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {V204–V207}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4780063}, url = {https://doi.org/10.1109/IGARSS.2008.4780063}, year = {2008}, type = {Conference Paper} } @article{10764, author = {Jethva, H. and Chand, D. and Torres, O. and Gupta, P. and Lyapustin, A. and Patadia, F.}, title = {Agricultural burning and air quality over northern India—A synergistic analysis using NASA’s a-train satellite data and ground measurements}, journal = {Aerosol and Air Quality Research}, volume = {18}, number = {7}, pages = {1756–1773}, DOI = {10.4209/aaqr.2017.12.0583}, url = {https://doi.org/10.4209/aaqr.2017.12.0583}, year = {2018}, type = {Journal Article} } @article{11550, author = {Jethva, H. and Torres, O. and Field, R. D. and Lyapustin, A. and Gautam, R. and Kayetha, V.}, title = {Connecting crop productivity, residue fires, and air quality over northern India}, journal = {Scientific Reports}, volume = {9}, number = {1}, DOI = {10.1038/s41598-019-52799-x}, url = {https://doi.org/10.1038/s41598-019-52799-x}, year = {2019}, type = {Journal Article} } @article{2149, author = {Ji, L. and Gallo, K. and Eidenshink, J. C. and Dwyer, J.L.}, title = {Agreement evaluation of AVHRR and MODIS 16-day composite NDVI data sets}, journal = {International Journal of Remote Sensing}, volume = {29}, number = {16}, pages = {4839–4861}, DOI = {10.1080/01431160801927194}, url = {https://doi.org/10.1080/01431160801927194}, year = {2008}, type = {Journal Article} } @article{8330, author = {Jia, G. J. and Burke, I. C. and Goetz, A. F. H. and Kaufmann, M. R. and Kindel, B. C.}, title = {Assessing spatial patterns of forest fuel using AVIRIS data}, journal = {Remote Sensing of Environment}, volume = {102}, number = {3–4}, pages = {318–327}, DOI = {10.1016/j.rse.2006.02.025}, url = {https://doi.org/10.1016/j.rse.2006.02.025}, year = {2006}, type = {Journal Article} } @article{8238, author = {Jia, G. J. and Burke, I. C. and Kaufmann, M. R. and Goetz, A. F. H. and Kindel, B. C. and Pu, Y.}, title = {Estimates of forest canopy fuel attributes using hyperspectral data}, journal = {Forest Ecology and Management}, volume = {229}, number = {1–3}, pages = {27–38}, DOI = {10.1016/j.foreco.2006.03.021}, url = {https://doi.org/10.1016/j.foreco.2006.03.021}, year = {2006}, type = {Journal Article} } @misc{5672, author = {Jia, X. and Dey, C. and Fraser, D. and Lymburner, L. and Lewis, A.}, title = {Controlled spectral unmixing using extended support vector machines}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, month = {14–16 June 2010}, note = {READY}, DOI = {10.1109/WHISPERS.2010.5594843}, url = {https://doi.org/10.1109/WHISPERS.2010.5594843}, year = {2010}, type = {Conference Paper} } @article{12123, author = {Jiang, D. and Matsushita, B. and Pahlevan, N. and Gurlin, D. and Lehmann, M. K. and Fichot, C. G. and Schalles, J. and Loisel, H. and Binding, C. and Zhang, Y. and Alikas, K. and Kangro, K. and Uusõue, M. and Ondrusek, M. and Greb, S. and Moses, W. J. and Lohrenz, S. and O'Donnell, D.}, title = {Remotely estimating total suspended solids concentration in clear to extremely turbid waters using a novel semi-analytical method}, journal = {Remote Sensing of Environment}, volume = {258}, DOI = {10.1016/j.rse.2021.112386}, url = {https://doi.org/10.1016/j.rse.2021.112386}, year = {2021}, type = {Journal Article} } @misc{5911, author = {Jiang, Z. and Huete, A. and Wang, Y. and Lyapustin, A.I.}, title = {Evaluation of MODIS VI products using the AERONET-based surface reflectance validation network dataset}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/isrse-34/211104015final00786.pdf}, url = {http://www.isprs.org/proceedings/2011/isrse-34/211104015final00786.pdf}, year = {2011}, type = {Conference Paper} } @article{3655, author = {Jiao, T. and Williams, C. A. and Ghimire, B. and Masek, J.G. and Gao, F. and Schaaf, C.B.}, title = {Global climate forcing from albedo change caused by large-scale deforestation and reforestation—Quantification and attribution of geographic variation}, journal = {Climatic Change}, volume = {142}, number = {3}, pages = {463–476}, DOI = {10.1007/s10584-017-1962-8}, url = {https://doi.org/10.1007/s10584-017-1962-8}, year = {2017}, type = {Journal Article} } @article{10920, author = {Jiao, Z. and Ding, A. and Kokhanovsky, A. and Schaaf, C. and Bréon, F. M. and Dong, Y. and Wang, Z. and Liu, Y. and Zhang, X. and Yin, S. and Cui, L. and Mei, L. and Chang, Y.}, title = {Development of a snow kernel to better model the anisotropic reflectance of pure snow in a kernel-driven BRDF model framework}, journal = {Remote Sensing of Environment}, volume = {221}, pages = {198–209}, DOI = {10.1016/j.rse.2018.11.001}, url = {https://doi.org/10.1016/j.rse.2018.11.001}, year = {2019}, type = {Journal Article} } @article{8410, author = {Jiao, Z. and Dong, Y. and Schaaf, C. B. and Chen, J. M. and Román, M. and Wang, Z. and Zhang, H. and Ding, A. and Erb, A. and Hill, M. J. and Zhang, X. and Strahler, A.}, title = {An algorithm for the retrieval of the clumping index (CI) from the MODIS BRDF product using an adjusted version of the kernel-driven BRDF model}, journal = {Remote Sensing of Environment}, volume = {209}, pages = {594–611}, DOI = {10.1016/j.rse.2018.02.041}, url = {https://doi.org/10.1016/j.rse.2018.02.041}, year = {2018}, type = {Journal Article} } @article{3, author = {Jiao, Z. and Hill, M. J. and Schaaf, C. B. and Zhang, H. and Wang, Z. and Li, X.}, title = {An anisotropic flat index (AFX) to derive BRDF archetypes from MODIS}, journal = {Remote Sensing of Environment}, volume = {141}, pages = {168–187}, DOI = {10.1016/j.rse.2013.10.017}, url = {https://doi.org/10.1016/j.rse.2013.10.017}, year = {2014}, type = {Journal Article} } @article{3556, author = {Jiao, Z. and Schaaf, C. B. and Dong, Y. and Román, M. and Hill, M. J. and Chen, J. M. and Wang, Z. and Zhang, H. and Saenz, E. and Poudyal, R. and Gatebe, C. and Bréon, F. M. and Li, X. and Strahler, A.}, title = {A method for improving hotspot directional signatures in BRDF models used for MODIS}, journal = {Remote Sensing of Environment}, volume = {186}, pages = {135–151}, DOI = {10.1016/j.rse.2016.08.007}, url = {https://doi.org/10.1016/j.rse.2016.08.007}, year = {2016}, type = {Journal Article} } @misc{636, author = {Jiao, Z. and Schaaf, C. B. and Gao, F. and Strahler, A. H. and Li, X. and Wang, J. and Liu, J.}, title = {An angular index to indicate surface heterogeneous behaviors from MODIS}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {III770–III773}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4779462}, url = {https://doi.org/10.1109/IGARSS.2008.4779462}, year = {2008}, type = {Conference Paper} } @misc{5099, author = {Jiao, Z. and Schaaf, C. B. and Strahler, A. H. and Gao, F. and Woodcock, C.E. and Li, X. and Wang, J. and Liu, J. and Tan, B.}, title = {Classification of MODIS spectral and angular signatures using decision tree algorithm}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {ISPRS Archives, Vol. XXXVII, Pt. B7}, pages = {713–718}, month = {3–11 July 2008}, note = {READY}, DOI = {http://www.isprs.org/proceedings/XXXVII/congress/7_pdf/4_WG-VII-4/43.pdf}, url = {http://www.isprs.org/proceedings/XXXVII/congress/7_pdf/4_WG-VII-4/43.pdf}, year = {2008}, type = {Conference Paper} } @article{390, author = {Jiao, Z. and Woodcock, C.E. and Schaaf, C. B. and Tan, B. and Liu, J. and Gao, F. and Strahler, A. and Li, X. and Wang, J.}, title = {Improving MODIS land cover classification by combining MODIS spectral and angular signatures in a Canadian boreal forest}, journal = {Canadian Journal of Remote Sensing}, volume = {37}, number = {2}, pages = {184–203}, DOI = {10.5589/m11-030}, url = {https://doi.org/10.5589/m11-030}, year = {2011}, type = {Journal Article} } @article{8422, author = {Jiao, Z. and Zhang, X. and Bréon, F. M. and Dong, Y. and Schaaf, C. B. and Román, M. and Wang, Z. and Cui, L. and Yin, S. and Ding, A. and Wang, J.}, title = {The influence of spatial resolution on the angular variation patterns of optical reflectance as retrieved from MODIS and POLDER measurements}, journal = {Remote Sensing of Environment}, volume = {215}, pages = {371–385}, DOI = {10.1016/j.rse.2018.06.025}, url = {https://doi.org/10.1016/j.rse.2018.06.025}, year = {2018}, type = {Journal Article} } @article{8121, author = {Jin, D. and Oreopoulos, L. and Lee, D.}, title = {Regime-based evaluation of cloudiness in CMIP5 models}, journal = {Climate Dynamics}, volume = {48}, number = {1–2}, pages = {89–112}, DOI = {10.1007/s00382-016-3064-0}, url = {https://doi.org/10.1007/s00382-016-3064-0}, year = {2017}, type = {Journal Article} } @article{8122, author = {Jin, D. and Oreopoulos, L. and Lee, D.}, title = {Simplified ISCCP cloud regimes for evaluating cloudiness in CMIP5 models}, journal = {Climate Dynamics}, volume = {48}, number = {1–2}, pages = {113–130}, DOI = {10.1007/s00382-016-3107-6}, url = {https://doi.org/10.1007/s00382-016-3107-6}, year = {2017}, type = {Journal Article} } @article{9093, author = {Jin, D. and Oreopoulos, L. and Lee, D. and Cho, N. and Tan, J.}, title = {Contrasting the co-variability of daytime cloud and precipitation over tropical land and ocean}, journal = {Atmospheric Chemistry and Physics}, volume = {18}, number = {4}, pages = {3065–3082}, DOI = {10.5194/acp-18-3065-2018}, url = {https://doi.org/10.5194/acp-18-3065-2018}, year = {2018}, type = {Journal Article} } @article{12183, author = {Jin, D. and Oreopoulos, L. and Lee, D. and Tan, J. and Cho, N.}, title = {Cloud–precipitation hybrid regimes and their projection onto imerg precipitation data}, journal = {Journal of Applied Meteorology and Climatology}, volume = {60}, number = {6}, pages = {733–748}, DOI = {10.1175/JAMC-D-20-0253.1}, url = {https://doi.org/10.1175/JAMC-D-20-0253.1}, year = {2021}, type = {Journal Article} } @article{11809, author = {Jin, D. and Oreopoulos, L. and Lee, D. and Tan, J. and Kim, K. M.}, title = {Large-scale characteristics of tropical convective systems through the prism of cloud regime}, journal = {Journal of Geophysical Research Atmospheres}, volume = {125}, number = {6}, DOI = {10.1029/2019JD031157}, url = {https://doi.org/10.1029/2019JD031157}, year = {2020}, type = {Journal Article} } @article{12334, author = {Jin, D. and Oreopoulos, L. and Lee, D. and Tan, J. and Kim, K. M.}, title = {A new organization metric for synoptic scale tropical convective aggregation}, journal = {Journal of Geophysical Research Atmospheres}, volume = {127}, number = {13}, abstract = {Organization metrics were originally developed to measure how densely convective clouds are arranged at mesoscales. In this work, we apply organization metrics to describe tropical synoptic scale convective activity. Such activity is identified by cloud-precipitation (hybrid) regimes defined at 1-degree and 1-hourly resolution. Existing metrics were found to perform inadequately for such convective regime aggregates because the large domain size and co-existence of sparse aggregate occurrences with noisy isolated convection often violate assumptions inherent in these metrics. In order to capture these characteristics, in this study the existing “convective organization potential” (COP) metric was modified so as to focus on local organization and provide increased weight to aggregate size. The resulting “area-based COP” (ABCOP) follows the principle that the more numerous the objects, the higher the chance of organization. It is thus optimized to capture large-scale convective events occurring during phenomena such as ENSO and MJO, while also performs as well as existing metrics for small domain sizes. © 2022. American Geophysical Union. All Rights Reserved.}, DOI = {10.1029/2022JD036665}, url = {https://doi.org/10.1029/2022JD036665}, year = {2022}, type = {Journal Article} } @article{11592, author = {Jin, S. and Homer, C. and Yang, L. and Danielson, P. and Dewitz, J. and Li, C. and Zhu, Zhe and Xian, G. and Howard, D.}, title = {Overall methodology design for the United States National Land Cover Database 2016 products}, journal = {Remote Sensing}, volume = {11}, number = {24}, DOI = {10.3390/rs11242971}, url = {https://doi.org/10.3390/rs11242971}, year = {2019}, type = {Journal Article} } @article{8397, author = {Jin, S. and Yang, L. and Zhu, Zhe and Homer, C.}, title = {A land cover change detection and classification protocol for updating Alaska NLCD 2001 to 2011}, journal = {Remote Sensing of Environment}, volume = {195}, pages = {44–55}, DOI = {10.1016/j.rse.2017.04.021}, url = {https://doi.org/10.1016/j.rse.2017.04.021}, year = {2017}, type = {Journal Article} } @article{10901, author = {Jin, X. and Fiore, A. M. and Curci, G. and Lyapustin, A. and Civerolo, K. and Ku, M. and Van Donkelaar, A. and Martin, R. V.}, title = {Assessing uncertainties of a geophysical approach to estimate surface fine particulate matter distributions from satellite-observed aerosol optical depth}, journal = {Atmospheric Chemistry and Physics}, volume = {19}, number = {1}, pages = {295–313}, DOI = {10.5194/acp-19-295-2019}, url = {https://doi.org/10.5194/acp-19-295-2019}, year = {2019}, type = {Journal Article} } @article{1227, author = {Jin, Y. and Gao, F. and Schaaf, C. B. and Li, X. and Strahler, A. H. and Bruegge, C. J. and Martonchik, J. V.}, title = {Improving MODIS surface BRDF/albedo retrieval with MISR multiangle observations}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {40}, number = {7}, pages = {1593–1604}, DOI = {10.1109/TGRS.2002.801145}, url = {https://doi.org/10.1109/TGRS.2002.801145}, year = {2002}, type = {Journal Article} } @article{991, author = {Jin, Y. and Roy, D. P.}, title = {Fire-induced albedo change and its radiative forcing at the surface in northern Australia}, journal = {Geophysical Research Letters}, volume = {32}, number = {13}, pages = {1–4}, DOI = {10.1029/2005GL022822}, url = {https://doi.org/10.1029/2005GL022822}, year = {2005}, type = {Journal Article} } @article{1179, author = {Jin, Y. and Schaaf, C. B. and Gao, F. and Li, X. and Strahler, A. H. and Lucht, W. and Liang, S.}, title = {Consistency of MODIS surface bidirectional reflectance distribution function and albedo retrievals—1. Algorithm performance}, journal = {Journal of Geophysical Research Atmospheres}, volume = {108}, number = {5}, pages = {ACL 2–1 ACL 2–13}, DOI = {10.1029/2002JD002803 }, url = {https://doi.org/10.1029/2002JD002803 }, year = {2003}, type = {Journal Article} } @article{1236, author = {Jin, Y. and Schaaf, C. B. and Gao, F. and Li, X. and Strahler, A. H. and Zeng, X. and Dickinson, R. E.}, title = {How does snow impact the albedo of vegetated land surfaces as analyzed with MODIS data?}, journal = {Geophysical Research Letters}, volume = {29}, number = {10}, pages = {12–1 – 12–4}, DOI = {10.1029/2001GL014132 }, url = {https://doi.org/10.1029/2001GL014132 }, year = {2002}, type = {Journal Article} } @article{1178, author = {Jin, Y. and Schaaf, C. B. and Woodcock, C. E. and Gao, F. and Li, X. and Strahler, A. H. and Lucht, W. and Liang, S.}, title = {Consistency of MODIS surface bidirectional reflectance distribution function and albedo retrievals—2. Validation}, journal = {Journal of Geophysical Research Atmospheres}, volume = {108}, number = {5}, pages = {ACL 3–1 ACL 3–15}, DOI = {10.1029/2002JD002804 }, url = {https://doi.org/10.1029/2002JD002804 }, year = {2003}, type = {Journal Article} } @article{11522, author = {Jing, X. and Leigh, L. and Helder, Dennis L. and Pinto, C.T. and Aaron, D.}, title = {Lifetime absolute calibration of the EO-1 hyperion sensor and its validation}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {57}, number = {11}, pages = {9466–9475}, DOI = {10.1109/TGRS.2019.2926663}, url = {https://doi.org/10.1109/TGRS.2019.2926663}, year = {2019}, type = {Journal Article} } @article{10981, author = {Jing, X. and Leigh, L. and Pinto, C. T. and Helder, D.}, title = {Evaluation of RadCalNet output data using Landsat 7, Landsat 8, Sentinel 2A, and Sentinel 2B sensors}, journal = {Remote Sensing}, volume = {11}, number = {5}, DOI = {10.3390/rs11050541}, url = {https://doi.org/10.3390/rs11050541}, year = {2019}, type = {Journal Article} } @misc{5063, author = {Johnson, D. M.}, title = {Classifier shootout—A quantitative assessment of three popular image classification methodologies}, publisher = {American Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, pages = {321–325}, month = {7–11 May 2007}, note = {READY}, DOI = {http://www.asprs.org/wp-content/uploads/2011/01/0032.pdf}, url = {http://www.asprs.org/wp-content/uploads/2011/01/0032.pdf}, year = {2007}, type = {Conference Paper} } @article{1854, author = {Johnson, D. M.}, title = {A comparison of coincident Landsat-5 TM and Resourcesat-1 AWiFS imagery for classifying croplands}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {74}, number = {11}, pages = {1413–1423}, DOI = {10.14358/PERS.74.11.1413}, url = {https://doi.org/10.14358/PERS.74.11.1413}, year = {2008}, type = {Journal Article} } @misc{1852, author = {Johnson, D. M.}, title = {An evaluation of Resourcesat-1 LISS-III versus AWIFS imagery for identifying croplands}, publisher = {American Society for Photogrammetry and Remote Sensing }, volume = {Proceedings}, pages = {309–316}, month = {28 April–2 May 2008}, note = {READY}, DOI = {http://www.asprs.org/a/publications/proceedings/portland08/}, url = {http://www.asprs.org/a/publications/proceedings/portland08/}, year = {2008}, type = {Conference Paper} } @article{1809, author = {Johnson, D. M.}, title = {A 2010 map estimate of annually tilled cropland within the conterminous United States}, journal = {Agricultural Systems}, volume = {114}, pages = {95–105}, DOI = {10.1016/j.agsy.2012.08.004}, url = {https://doi.org/10.1016/j.agsy.2012.08.004}, year = {2013}, type = {Journal Article} } @article{1806, author = {Johnson, D. M.}, title = {An assessment of pre- and within-season remotely sensed variables for forecasting corn and soybean yields in the United States}, journal = {Remote Sensing of Environment}, volume = {141}, pages = {116–128}, DOI = {10.1016/j.rse.2013.10.027}, url = {https://doi.org/10.1016/j.rse.2013.10.027}, year = {2014}, type = {Journal Article} } @article{8275, author = {Johnson, D. M.}, title = {A comprehensive assessment of the correlations between field crop yields and commonly used MODIS products}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {52}, pages = {65–81}, DOI = {10.1016/j.jag.2016.05.010}, url = {https://doi.org/10.1016/j.jag.2016.05.010}, year = {2016}, type = {Journal Article} } @article{11063, author = {Johnson, D. M.}, title = {Using the Landsat archive to map crop cover history across the United States}, journal = {Remote Sensing of Environment}, volume = {232}, DOI = {10.1016/j.rse.2019.111286}, url = {https://doi.org/10.1016/j.rse.2019.111286}, year = {2019}, type = {Journal Article} } @article{11586, author = {Johnson, D. M. and Murray, N. A.}, title = {Two new species of Xylopia (Annonaceae) from peninsular Thailand}, journal = {Thai Forest Bulletin}, volume = {47}, number = {2}, pages = {264–269}, DOI = {10.20531/tfb.2019.47.2.16}, url = {https://doi.org/10.20531/tfb.2019.47.2.16}, year = {2019}, type = {Journal Article} } @misc{2268, author = {Johnson, L. and Nemani, R.R. and Melton, F. and Michaelis, A. and Votava, P. and Wang, D. and Trout, T.}, title = {Information technology supports integration of satellite imagery with irrigation management in California's Central Valley}, publisher = {American Society of Agricultural and Biological Engineers}, volume = {Proceedings}, pages = {790–797}, month = {5–8 December 2010}, note = {READY}, DOI = {10.13031/2013.35877}, url = {https://doi.org/10.13031/2013.35877}, year = {2010}, type = {Conference Paper} } @misc{2293, author = {Johnson, L. and Pierce, L. and Michaelis, A. and Scholasch, T. and Nemani, R.R.}, title = {Remote sensing and water balance modeling in California drip-irrigated vineyards}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–9}, month = {21–25 May 2006}, note = {READY}, DOI = {10.1061/40856(200)293}, url = {https://doi.org/10.1061/40856(200)293}, year = {2007}, type = {Conference Paper} } @inbook{6016, author = {Johnson, L. F. and Nemani, R.R. and Hornbuckle, J. and Bastiaanssen, W. and Thoreson, B. and Tisseyre, B. and Pierce, L.}, title = {Remote sensing for viticultural research and production}, booktitle = {The geography of wine—Regions, terroir and techniques}, editor = {Dougherty, P.H.}, connective phrase = {Remote sensing for viticultural research and production}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, pages = {209–226}, DOI = {10.1007/978-94-007-0464-0_12}, url = {https://doi.org/10.1007/978-94-007-0464-0_12}, year = {2012}, type = {Book Section} } @misc{2347, author = {Johnson, Lee F. and Nemani, Ramakrishna R. and Pierce, Lars L. and Bobo, Matthew R. and Bosch, Daniel}, title = {Toward the improved use of remote sensing and process modeling in California's premium wine industry}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {363–365}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.860520}, url = {https://doi.org/10.1109/IGARSS.2000.860520}, year = {2000}, type = {Conference Paper} } @article{2337, author = {Johnson, L. F. and Roczen, D. E. and Youkhana, S. K. and Nemani, R. R. and Bosch, D. F.}, title = {Mapping vineyard leaf area with multispectral satellite imagery}, journal = {Computers and Electronics in Agriculture}, volume = {38}, number = {1}, pages = {33–44}, DOI = {10.1016/S0168-1699(02)00106-0}, url = {https://doi.org/10.1016/S0168-1699(02)00106-0}, year = {2003}, type = {Journal Article} } @misc{4213, author = {Johnson, R. and Martin, H. and Allen, R.G.}, title = {Calibrating the wavefront sensor for the 6.5 m MMT with a phase-shifting interferometer}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4839}, pages = {206–216}, month = {22–26 August 2002}, note = {READY}, DOI = {10.1117/12.459797}, url = {https://doi.org/10.1117/12.459797}, year = {2002}, type = {Conference Paper} } @article{11050, author = {Johnston, C. M. T. and Radeloff, V. C.}, title = {Global mitigation potential of carbon stored in harvested wood products}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {116}, number = {29}, pages = {14526–14531}, DOI = {10.1073/pnas.1904231116}, url = {https://doi.org/10.1073/pnas.1904231116}, year = {2019}, type = {Journal Article} } @article{12161, author = {Johnston, J. D. and Kilbride, J. B. and Meigs, G. W. and Dunn, C. J. and Kennedy, R. E.}, title = {Does conserving roadless wildland increase wildfire activity in western US national forests?}, journal = {Environmental Research Letters}, volume = {16}, number = {8}, DOI = {10.1088/1748-9326/ac13ee}, url = {https://doi.org/10.1088/1748-9326/ac13ee}, year = {2021}, type = {Journal Article} } @article{2913, author = {Joiner, J. and Schoeberl, M. R. and Vasilkov, A. P. and Oreopoulos, L. and Platnick, S. and Livesey, N. J. and Levelt, P. F.}, title = {Accurate satellite-derived estimates of the tropospheric ozone impact on the global radiation budget}, journal = {Atmospheric Chemistry and Physics}, volume = {9}, number = {13}, pages = {4447–4465}, DOI = {10.5194/acp-9-4447-2009}, url = {https://doi.org/10.5194/acp-9-4447-2009}, year = {2009}, type = {Journal Article} } @article{10686, author = {Joiner, J. and Yoshida, Y. and Anderson, M. and Holmes, T. and Hain, C. and Reichle, R. and Koster, R. and Middleton, E. and Zeng, F. W.}, title = {Global relationships among traditional reflectance vegetation indices (NDVI and NDII), evapotranspiration (ET), and soil moisture variability on weekly timescales}, journal = {Remote Sensing of Environment}, volume = {219}, pages = {339–352}, DOI = {10.1016/j.rse.2018.10.020}, url = {https://doi.org/10.1016/j.rse.2018.10.020}, year = {2018}, type = {Journal Article} } @article{10664, author = {Joiner, J. and Yoshida, Y. and Zhang, Y. and Duveiller, G. and Jung, M. and Lyapustin, A. and Wang, Y. and Tucker, C. J.}, title = {Estimation of terrestrial global gross primary production (GPP) with satellite data-driven models and eddy covariance flux data}, journal = {Remote Sensing}, volume = {10}, number = {9}, DOI = {10.3390/rs10091346}, url = {https://doi.org/10.3390/rs10091346}, year = {2018}, type = {Journal Article} } @article{2318, author = {Jolly, W. M. and Graham, J. M. and Michaelis, A. and Nemani, R.R. and Running, S. W.}, title = {A flexible, integrated system for generating meteorological surfaces derived from point sources across multiple geographic scales}, journal = {Environmental Modelling and Software}, volume = {20}, number = {7}, pages = {873–882}, DOI = {10.1016/j.envsoft.2004.05.003}, url = {https://doi.org/10.1016/j.envsoft.2004.05.003}, year = {2005}, type = {Journal Article} } @article{10567, author = {Jolly, W. M. and Nemani, R.R. and Running, S. W.}, title = {Enhancement of understory productivity by asynchronous phenology with overstory competitors in a temperate deciduous forest}, journal = {Tree Physiology}, volume = {24}, number = {9}, pages = {1069–1071}, DOI = {10.1093/treephys/24.9.1069}, url = {https://doi.org/10.1093/treephys/24.9.1069}, year = {2004}, type = {Journal Article} } @article{2319, author = {Jolly, W. M. and Nemani, R.R. and Running, S. W.}, title = {A generalized, bioclimatic index to predict foliar phenology in response to climate}, journal = {Global Change Biology}, volume = {11}, number = {4}, pages = {619–632}, DOI = {10.1111/j.1365-2486.2005.00930.x}, url = {https://doi.org/10.1111/j.1365-2486.2005.00930.x}, year = {2005}, type = {Journal Article} } @article{12400, author = {Jones, G. M. and Shirk, A. J. and Yang, Z. and Davis, R. J. and Ganey, J. L. and Gutiérrez, R. J. and Healey, S. P. and Hedwall, S. J. and Hoagland, S. J. and Maes, R. and Malcolm, K. and McKelvey, K. S. and Sanderlin, J. S. and Schwartz, M. K. and Seamans, M. E. and Wan, H. Y. and Cushman, S. A.}, title = {Spatial and temporal dynamics of Mexican spotted owl habitat in the southwestern US}, journal = {Landscape Ecology}, abstract = {Context: Understanding habitat dynamics is essential for effective conservation as landscapes rapidly change. In a companion paper in this issue, Shirk et al. (2022) introduced an automated habitat monitoring system using Google Earth Engine and applied this framework to develop a dynamic model of Mexican spotted owl (Strix occidentalis lucida) habitat across the southwestern US from 1986 to 2020. Objectives: We explored the application of this dynamic model of Mexican spotted owl habitat in the context of the species’ ecology. Methods: We evaluated environmental correlates of Mexican spotted owl habitat, assessed potential spatial non-stationarity in habitat selection, estimated long-term trends in habitat by quantifying changes in habitat amount and quality between 1986 and 2020, and evaluated the extent to which habitat changes over the past 35 years have been driven by wildfire. Results: Topography and climate appeared to outweigh reflectance-based (vegetation) metrics in describing Mexican spotted owl habitat and habitat selection was non-stationary across modeling sub-regions. Total habitat area for Mexican spotted owls declined by ~ 21% since 1986 (0.6% annually), but trends varied spatially and some even reversed over the past decade. Wildfire was responsible for between 8 and 35% of total habitat loss, depending on the sub-region considered. Conclusions: The automated habitat monitoring system allowed trend estimation and accurate assessment of current habitat status for Mexican spotted owls; maps were accurate, spatially detailed, and current. The ability to continually produce accurate maps for large land areas for threatened species such as the Mexican spotted owl facilitates science-based land management on public lands in the southwestern US. © 2022, This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.}, DOI = {10.1007/s10980-022-01418-8}, url = {https://doi.org/10.1007/s10980-022-01418-8}, year = {in press}, type = {Journal Article} } @article{1286, author = {Jones, K. B. and Neale, A. C. and Wade, T. G. and Wickham, J. D. and Cross, C. L. and Edmonds, C. M. and Loveland, T. R. and Nash, M. S. and Riitters, K. H. and Smith, E. R.}, title = {The consequences of landscape change on ecological resources—An assessment of the United States mid-Atlantic region, 1973-1993}, journal = {Ecosystem Health}, volume = {7}, number = {4}, pages = {229–242}, DOI = {10.1046/j.1526-0992.2001.01047.x}, url = {https://doi.org/10.1046/j.1526-0992.2001.01047.x}, year = {2001}, type = {Journal Article} } @article{8724, author = {Jones, M. O. and Kimball, J. S. and Nemani, R. R.}, title = {Asynchronous Amazon forest canopy phenology indicates adaptation to both water and light availability}, journal = {Environmental Research Letters}, volume = {9}, number = {12}, DOI = {10.1088/1748-9326/9/12/124021}, url = {https://doi.org/10.1088/1748-9326/9/12/124021}, year = {2014}, type = {Journal Article} } @article{8874, author = {Joshi, A. R. and Dinerstein, E. and Wikramanayake, E. and Anderson, M.C. L. and Olson, D. and Jones, B. S. and Seidensticker, J. and Lumpkin, S. and Hansen, M. C. and Sizer, N. C. and Davis, C. L. and Palminteri, S. and Hahn, N. R.}, title = {Tracking changes and preventing loss in critical tiger habitat}, journal = {Science Advances}, volume = {2}, number = {4}, DOI = {10.1126/sciadv.1501675}, url = {https://doi.org/10.1126/sciadv.1501675}, year = {2016}, type = {Journal Article} } @article{3431, author = {Joshi, N. and Baumann, M. and Ehammer, A. and Fensholt, R. and Grogan, K. and Hostert, P. and Jepsen, M. R. and Kuemmerle, T. and Meyfroidt, P. and Mitchard, E. T. A. and Reiche, J. and Ryan, C. M. and Waske, B.}, title = {A review of the application of optical and radar remote sensing data fusion to land use mapping and monitoring}, journal = {Remote Sensing}, volume = {8}, number = {1}, DOI = {10.3390/rs8010070}, url = {https://doi.org/10.3390/rs8010070}, year = {2016}, type = {Journal Article} } @article{890, author = {Joughin, I. and Bamber, J. L. and Scambos, T.A. and Tulaczyk, S. and Fahnestock, M. and MacAyeal, D. R.}, title = {Integrating satellite observations with modelling—Basal shear stress of the Filcher-Ronne ice streams, Antarctica}, journal = {Philosophical Transactions of the Royal Society A—Mathematical, Physical and Engineering Sciences}, volume = {364}, number = {1844}, pages = {1795–1814}, DOI = {10.1098/rsta.2006.1799}, url = {https://doi.org/10.1098/rsta.2006.1799}, year = {2006}, type = {Journal Article} } @article{2614, author = {Joughin, I. and Bindschadler, R. A. and King, M. A. and Voigt, D. and Alley, R. B. and Anandakrishnan, S. and Horgan, H. and Peters, L. and Winberry, P. and Das, S. B. and Catania, G.}, title = {Continued deceleration of Whillans ice stream West Antartica}, journal = {Geophysical Research Letters}, volume = {32}, number = {22}, pages = {1–4}, DOI = {10.1029/2005GL024319}, url = {https://doi.org/10.1029/2005GL024319}, year = {2005}, type = {Journal Article} } @article{2641, author = {Joughin, I. and Gray, L. and Bindschadler, R.A. and Price, S. and Morse, D. and Hulbe, C. and Mattar, K. and Werner, C.}, title = {Tributaries of West Antarctic ice streams revealed by RADARSAT interferometry}, journal = {Science}, volume = {286}, number = {5438}, pages = {283–286}, DOI = {10.1126/science.286.5438.283}, url = {https://doi.org/10.1126/science.286.5438.283}, year = {1999}, type = {Journal Article} } @article{3532, author = {Joughin, I. and Smith, B. E. and Howat, I. M. and Moon, T. and Scambos, T. A.}, title = {A SAR record of early 21st century change in Greenland}, journal = {Journal of Glaciology}, volume = {62}, number = {231}, pages = {62–71}, DOI = {10.1017/jog.2016.10}, url = {https://doi.org/10.1017/jog.2016.10}, year = {2016}, type = {Journal Article} } @article{464, author = {Joughin, I. and Smith, B. E. and Howat, I. M. and Scambos, T.A. and Moon, T.}, title = {Greenland flow variability from ice-sheet-wide velocity mapping}, journal = {Journal of Glaciology}, volume = {56}, number = {197}, pages = {415–430}, DOI = {10.3189/002214310792447734}, url = {https://doi.org/10.3189/002214310792447734}, year = {2010}, type = {Journal Article} } @article{581, author = {Joughin, I. and Tulaczyk, S. and Bamber, J. L. and Blankenship, D. and Holt, J. W. and Scambos, T.A. and Vaughan, D. G.}, title = {Basal conditions for Pine Island and Thwaites Glaciers, West Antarctica, determined using satellite and airborne data}, journal = {Journal of Glaciology}, volume = {55}, number = {190}, pages = {245–257}, DOI = {10.3189/002214309788608705}, url = {https://doi.org/10.3189/002214309788608705}, year = {2009}, type = {Journal Article} } @article{2628, author = {Joughin, I. and Tulaczyk, S. and Bindschadler, R.A. and Price, S. F.}, title = {Changes in west Antarctic ice stream velocities—Observation and analysis}, journal = {Journal of Geophysical Research Solid Earth}, volume = {107}, number = {11}, pages = {EPM 3–1 – 3–22}, DOI = {10.1029/2001JB001029 }, url = {https://doi.org/10.1029/2001JB001029 }, year = {2002}, type = {Journal Article} } @article{9145, author = {Ju, J. and Masek, J. G.}, title = {The vegetation greenness trend in Canada and US Alaska from 1984-2012 Landsat data}, journal = {Remote Sensing of Environment}, volume = {176}, pages = {1–16}, DOI = {10.1016/j.rse.2016.01.001}, url = {https://doi.org/10.1016/j.rse.2016.01.001}, year = {2016}, type = {Journal Article} } @article{733, author = {Ju, J. and Roy, D. P.}, title = {The availability of cloud-free Landsat ETM+ data over the conterminous United States and globally}, journal = {Remote Sensing of Environment}, volume = {112}, number = {3}, pages = {1196–1211}, DOI = {10.1016/j.rse.2007.08.011}, url = {https://doi.org/10.1016/j.rse.2007.08.011}, year = {2008}, type = {Journal Article} } @article{513, author = {Ju, J. and Roy, D. P. and Shuai, Y. and Schaaf, C.B.}, title = {Development of an approach for generation of temporally complete daily nadir MODIS reflectance time series}, journal = {Remote Sensing of Environment}, volume = {114}, number = {1}, pages = {1–20}, DOI = {10.1016/j.rse.2009.05.022}, url = {https://doi.org/10.1016/j.rse.2009.05.022}, year = {2010}, type = {Journal Article} } @article{212, author = {Ju, J. and Roy, D. P. and Vermote, E.F. and Masek, J.G. and Kovalskyy, V.}, title = {Continental-scale validation of MODIS-based and LEDAPS Landsat ETM+ atmospheric correction methods}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {175–184}, DOI = {10.1016/j.rse.2011.12.025}, url = {https://doi.org/10.1016/j.rse.2011.12.025}, year = {2012}, type = {Journal Article} } @misc{2073, author = {Ju, J. and Vermote, E.F. and Roy, D. P. and Masek, J.G.}, title = {Continental scale validation of MODIS-based and LEDAPS Landsat ETM+ atmospheric correction methods}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {1–3}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, url = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, year = {2011}, type = {Conference Paper} } @article{610, author = {Jupp, D. L. B. and Culvenor, D. S. and Lovell, J. L. and Newnham, G. J. and Strahler, A. H. and Woodcock, C. E.}, title = {Estimating forest LAI profiles and structural parameters using a ground-based laser called 'Echidna®}, journal = {Tree Physiology}, volume = {29}, number = {2}, pages = {171–181}, DOI = {10.1093/treephys/tpn022}, url = {https://doi.org/10.1093/treephys/tpn022}, year = {2009}, type = {Journal Article} } @article{12186, author = {Jurečka, F. and Fischer, M. and Hlavinka, P. and Balek, J. and Semerádová, D. and Bláhová, M. and Anderson, M. C. and Hain, C. and Žalud, Z. and Trnka, M.}, title = {Potential of water balance and remote sensing-based evapotranspiration models to predict yields of spring barley and winter wheat in the Czech Republic}, journal = {Agricultural Water Management}, volume = {256}, DOI = {10.1016/j.agwat.2021.107064}, url = {https://doi.org/10.1016/j.agwat.2021.107064}, year = {2021}, type = {Journal Article} } @article{11982, author = {Just, A. C. and Arfer, K. B. and Rush, J. and Dorman, M. and Shtein, A. and Lyapustin, A. and Kloog, I.}, title = {Advancing methodologies for applying machine learning and evaluating spatiotemporal models of fine particulate matter (PM2.5) using satellite data over large regions}, journal = {Atmospheric Environment}, volume = {239}, DOI = {10.1016/j.atmosenv.2020.117649}, url = {https://doi.org/10.1016/j.atmosenv.2020.117649}, year = {2020}, type = {Journal Article} } @article{9050, author = {Just, A. C. and De Carli, M. M. and Shtein, A. and Dorman, M. and Lyapustin, A.I. and Kloog, I.}, title = {Correcting measurement error in satellite aerosol optical depth with machine learning for modeling PM2.5 in the Northeastern USA}, journal = {Remote Sensing}, volume = {10}, number = {5}, DOI = {10.3390/rs10050803}, url = {https://doi.org/10.3390/rs10050803}, year = {2018}, type = {Journal Article} } @article{12054, author = {Just, A. C. and Liu, Y. and Sorek-Hamer, M. and Rush, J. and Dorman, M. and Chatfield, R. and Wang, Y. and Lyapustin, A. and Kloog, I.}, title = {Gradient boosting machine learning to improve satellite-derived column water vapor measurement error}, journal = {Atmospheric Measurement Techniques}, volume = {13}, number = {9}, pages = {4669–4681}, DOI = {10.5194/amt-13-4669-2020}, url = {https://doi.org/10.5194/amt-13-4669-2020}, year = {2020}, type = {Journal Article} } @article{8497, author = {Just, A. C. and Wright, R. O. and Schwartz, J. and Coull, B. A. and Baccarelli, A. A. and Tellez-Rojo, M. M. and Moody, E. and Wang, Y. and Lyapustin, A.I. and Kloog, I.}, title = {Using high-resolution satellite aerosol optical depth to estimate daily PM2.5 geographical distribution in Mexico City}, journal = {Environmental Science and Technology}, volume = {49}, number = {14}, pages = {8576–8584}, DOI = {10.1021/acs.est.5b00859}, url = {https://doi.org/10.1021/acs.est.5b00859}, year = {2015}, type = {Journal Article} } @misc{2453, author = {Justice, C.O. and Becker-Reshef, I. and Parihar, J. S. and DeLince, J. and Leo, O. and Binfang, W. and Defourny, P. and Townshend, J. and Fan, J.}, title = {The GEO global agricultural monitoring system of systems task—An overview}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {95–98}, month = {4–8 May 2009}, note = {READY}, DOI = {http://ir.radi.ac.cn/handle/183411/31454}, url = {http://ir.radi.ac.cn/handle/183411/31454}, year = {2009}, type = {Conference Paper} } @article{10562, author = {Justice, C.O. and Belward, A.S. and Morisette, J. and Lewis, P. and Privette, J. and Baret, F.}, title = {Developments in the 'validation' of satellite sensor products for the study of the land surface}, journal = {International Journal of Remote Sensing}, volume = {21}, number = {17}, pages = {3383–3390}, DOI = {10.1080/014311600750020000}, url = {https://doi.org/10.1080/014311600750020000}, year = {2000}, type = {Journal Article} } @article{2444, author = {Justice, C.O. and Brix, A. and Freimark, D. and Kraume, M. and Pfromm, P. and Eichenmueller, B. and Czermak, P.}, title = {Process control in cell culture technology using dielectric spectroscopy}, journal = {Biotechnology Advances}, volume = {29}, number = {4}, pages = {391–401}, DOI = {10.1016/j.biotechadv.2011.03.002}, url = {https://doi.org/10.1016/j.biotechadv.2011.03.002}, year = {2011}, type = {Journal Article} } @article{1209, author = {Justice, C. O. and Giglio, L. and Korontzi, S. and Owens, J. and Morisette, J. T. and Roy, D.P. and Descloitres, J. and Alleaume, S. and Petitcolin, F. and Kaufman, Y.}, title = {The MODIS fire products}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {244–262}, DOI = {10.1016/S0034-4257(02)00076-7}, url = {https://doi.org/10.1016/S0034-4257(02)00076-7}, year = {2002}, type = {Journal Article} } @inbook{3542, author = {Justice, C. O. and Giglio, L. and Roy, D.P. and Boschetti, L. and Csiszar, I. and Davies, D. and Korontzi, S. and Schroeder, W. and O’Neal, K. and Morisette, J.}, title = {MODIS-derived global fire products}, booktitle = {Land remote sensing and global environmental change}, editor = {Ramachandran, Bhaskar and Justice, C.O. and Abrams, M.J.}, connective phrase = {MODIS-derived global fire products}, publisher = {Springer}, place published = {New York, N.Y.}, pages = {661–679}, DOI = {10.1007/978-1-4419-6749-7_29}, url = {https://doi.org/10.1007/978-1-4419-6749-7_29}, year = {2011}, type = {Book Section} } @article{8285, author = {Justice, C.O. and Gutman, G. and Vadrevu, K. P.}, title = {NASA Land Cover and Land Use Change (LCLUC)—An interdisciplinary research program}, journal = {Journal of Environmental Management}, volume = {148}, pages = {4–9}, DOI = {10.1016/j.jenvman.2014.12.004}, url = {https://doi.org/10.1016/j.jenvman.2014.12.004}, year = {2015}, type = {Journal Article} } @article{2536, author = {Justice, C. O. and Kendall, J. D. and Dowty, P. R. and Scholes, R. J.}, title = {Satellite remote sensing of fires during the SAFARI campaign using NOAA advanced very high resolution radiometer data}, journal = {Journal of Geophysical Research Atmospheres}, volume = {101}, number = {19}, pages = {23851–23863}, DOI = {10.1029/95JD00623}, url = {https://doi.org/10.1029/95JD00623}, year = {1996}, type = {Journal Article} } @article{2443, author = {Justice, C.O. and Leber, J. and Freimark, D. and Pino Grace, P. and Kraume, M. and Czermak, P.}, title = {Online- and offline- monitoring of stem cell expansion on microcarrier}, journal = {Cytotechnology}, volume = {63}, number = {4}, pages = {325–335}, DOI = {10.1007/s10616-011-9359-4}, url = {https://doi.org/10.1007/s10616-011-9359-4}, year = {2011}, type = {Journal Article} } @article{49, author = {Justice, C. O. and Román, M. O. and Csiszar, I. and Vermote, E. F. and Wolfe, R. E. and Hook, S. J. and Friedl, M. and Wang, Z. and Schaaf, C. B. and Miura, T. and Tschudi, M. and Riggs, G. and Hall, D. K. and Lyapustin, A. I. and Devadiga, S. and Davidson, C. and Masuoka, E. J.}, title = {Land and cryosphere products from Suomi NPP VIIRS—Overview and status}, journal = {Journal of Geophysical Research Atmospheres}, volume = {118}, number = {17}, pages = {9753–9765}, DOI = {10.1002/jgrd.50771}, url = {https://doi.org/10.1002/jgrd.50771}, year = {2013}, type = {Journal Article} } @article{2500, author = {Justice, C. O. and Smith, R. and Malcolm Gill, A. and Csiszar, I.}, title = {A review of current space-based fire monitoring in Australia and the GOFC/GOLD program for international coordination}, journal = {International Journal of Wildland Fire}, volume = {12}, number = {3–4}, pages = {247–258}, DOI = {10.1071/WF03013}, url = {https://doi.org/10.1071/WF03013}, year = {2003}, type = {Journal Article} } @article{2507, author = {Justice, C.O. and Townshend, J.}, title = {Special issue on the moderate resolution imaging spectroradiometer (MODIS)—A new generation of land surface monitoring}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {1–2}, DOI = {10.1016/S0034-4257(02)00083-4}, url = {https://doi.org/10.1016/S0034-4257(02)00083-4}, year = {2002}, type = {Journal Article} } @misc{10160, author = {Justice, C. O. and Townshend, John and Vermote, E. F. and Sohlberg, Rob and Descloitres, Jacques and Roy, David P. and Hall, Dorothy and Salomonson, Vince and Riggs, George and Huete, Alfredo and Didan, Kamel and Miura, Tomoaki and Wan, Zhengming and Strahler, Alan and Schaaf, C. B.}, title = {Preliminary land surface products from the NASA Moderate Resolution Imaging Spectroradiometer (MODIS)}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1157–1162}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.858054}, url = {https://doi.org/10.1109/IGARSS.2000.858054}, year = {2000}, type = {Conference Paper} } @article{1203, author = {Justice, C. O. and Townshend, J. R. G. and Vermote, E. F. and Masuoka, E. and Wolfe, R. E. and Saleous, N. and Roy, D. P. and Morisette, J. T.}, title = {An overview of MODIS Land data processing and product status}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {3–15}, DOI = {10.1016/S0034-4257(02)00084-6}, url = {https://doi.org/10.1016/S0034-4257(02)00084-6}, year = {2002}, type = {Journal Article} } @inbook{5104, author = {Justice, C. O. and Tucker III, C. J.}, title = {Coarse spatial resolution optical sensors}, booktitle = {The SAGE handbook of remote sensing}, editor = {Warner, T.A. and Nellis, M.D. and Foody, G.M.}, connective phrase = {Coarse spatial resolution optical sensors}, publisher = {SAGE}, place published = {Thousand Oaks, Calif.}, chapter = {chap. 10}, pages = {139–150}, DOI = {10.4135/9780857021052.n10}, url = {https://doi.org/10.4135/9780857021052.n10}, year = {2008}, type = {Book Section} } @inbook{3539, author = {Justice, C. O. and Vermote, E.F. and Privette, J. and Sei, A.}, title = {The evolution of U.S. moderate resolution optical land remote sensing from AVHRR to VIIRS}, booktitle = {Land remote sensing and global environmental change}, editor = {Ramachandran, Bhaskar and Justice, C.O. and Abrams, M.J.}, connective phrase = {The evolution of U.S. moderate resolution optical land remote sensing from AVHRR to VIIRS}, publisher = {Springer}, place published = {New York, N.Y.}, pages = {781–806}, DOI = {10.1007/978-1-4419-6749-7_34}, url = {https://doi.org/10.1007/978-1-4419-6749-7_34}, year = {2011}, type = {Book Section} } @article{1425, author = {Justice, C. O. and Vermote, E.F. and Townshend, J. R. G. and Defries, R. and Roy, D. P. and Hall, D. K. and Salomonson, V. V. and Privette, J. L. and Riggs, G. and Strahler, A. and Lucht, W. and Myneni, R. B. and Knyazikhin, Y. and Running, S. W. and Nemani, R. R. and Wan, Z. and Huete, A. R. and Van Leeuwen, W. and Wolfe, R. E. and Giglio, L. and Muller, J. P. and Lewis, P. and Barnsley, M. J.}, title = {The moderate resolution imaging spectroradiometer (MODIS)—Land remote sensing for global change research}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {36}, number = {4}, pages = {1228–1249}, DOI = {10.1109/36.701075}, url = {https://doi.org/10.1109/36.701075}, year = {1998}, type = {Journal Article} } @inbook{9997, author = {Justice, C. O. and Wilkie, D. and Putz, F. E. and Brunner, J.}, title = {Climate change in sub-Saharan Africa—Assumptions, realities and future investments}, booktitle = {Climate change and Africa}, editor = {Low, P.S.}, connective phrase = {Climate change in sub-Saharan Africa—Assumptions, realities and future investments}, publisher = {Cambridge University Press}, place published = {New York, N.Y.}, chapter = {chap. 16}, pages = {172–181}, DOI = {10.1017/CBO9780511535864.026}, url = {https://doi.org/10.1017/CBO9780511535864.026}, year = {2005}, type = {Book Section} } @article{2517, author = {Justice, C.O. and Wilkie, D. and Zhang, Q. and Brunner, J. and Donoghue, C.}, title = {Central African forests, carbon and climate change}, journal = {Climate Research}, volume = {17}, number = {2}, pages = {229–246}, DOI = {10.3354/cr017229}, url = {https://doi.org/10.3354/cr017229}, year = {2001}, type = {Journal Article} } @article{613, author = {Kabela, E. D. and Hornbuckle, B. K. and Cosh, M. H. and Anderson, M. C. and Gleason, M. L.}, title = {Dew frequency, duration, amount, and distribution in corn and soybean during SMEX05}, journal = {Agricultural and Forest Meteorology}, volume = {149}, number = {1}, pages = {11–24}, DOI = {10.1016/j.agrformet.2008.07.002}, url = {https://doi.org/10.1016/j.agrformet.2008.07.002}, year = {2009}, type = {Journal Article} } @article{12069, author = {Kabir, S. and Leigh, L. and Helder, D.}, title = {Vicarious methodologies to assess and improve the quality of the optical remote sensing images—A critical review}, journal = {Remote Sensing}, volume = {12}, number = {24}, DOI = {10.3390/rs12244029}, url = {https://doi.org/10.3390/rs12244029}, year = {2020}, type = {Journal Article} } @article{8179, author = {Kaim, D. and Kozak, J. and Kolecka, N. and Ziółkowska, E. and Ostafin, K. and Ostapowicz, K. and Gimmi, U. and Munteanu, C. and Radeloff, V. C.}, title = {Broad scale forest cover reconstruction from historical topographic maps}, journal = {Applied Geography}, volume = {67}, pages = {39–48}, DOI = {10.1016/j.apgeog.2015.12.003}, url = {https://doi.org/10.1016/j.apgeog.2015.12.003}, year = {2016}, type = {Journal Article} } @article{9021, author = {Kaim, D. and Radeloff, V. C. and Szwagrzyk, M. and Dobosz, M. and Ostafin, K.}, title = {Long-term changes of the wildland–urban interface in the polish carpathians}, journal = {ISPRS International Journal of Geo-Information}, volume = {7}, number = {4}, DOI = {10.3390/ijgi7040137}, url = {https://doi.org/10.3390/ijgi7040137}, year = {2018}, type = {Journal Article} } @misc{4441, author = {Kaiser, J. W. and Schläpfer, D. and Brazile, J. and Strobl, P. and Schaepman, M. E. and Itten, K. I.}, title = {Assimilation of heterogeneous calibration measurements for the APEX spectrometer}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5234}, pages = {211–220}, month = {8–10 September 2003}, note = {READY}, DOI = {10.1117/12.511126}, url = {https://doi.org/10.1117/12.511126}, year = {2004}, type = {Conference Paper} } @article{12396, author = {Kaita, E. and Markham, B. and Haque, M. O. and Dichmann, D. and Gerace, A. and Leigh, L. and Good, S. and Schmidt, M. and Crawford, C. J.}, title = {Landsat 9 cross calibration under-fly of Landsat 8—Planning, and execution}, journal = {Remote Sensing}, volume = {14}, number = {21}, abstract = {During the early post-launch phase of the Landsat 9 mission, the Landsat 8 and 9 mission teams conducted a successful under-fly of Landsat 8 by Landsat 9, allowing for the near-simultaneous data collection of common Earth targets by the on-board sensors for cross-calibration. This effort, coordinated by the Landsat Calibration and Validation team, required contributions from various entities across National Aeronautics and Space Administration and U.S. Geological Survey such as Flight Dynamics, Systems, Mission Planning, and Flight Operations teams, beginning about 18 months prior to launch. Plans existed to allow this under-fly for any possible launch date of Landsat 9. This included 16 ascent plans and 16 data acquisition plans, one for every day of the Landsat orbital repeat period, with a minimum of 5 days of useful coverage overlap between the sensors. After the Landsat 9 launch, the plan executed, and led to the acquisition of over 2000 partial to full overlapping scene pairs. Although containing less than the expected number of scenes, this dataset was larger than previous Landsat mission under-fly efforts and more than sufficient for performing cross-calibration of the Landsat 8 and Landsat 9 sensors. The details of the planning process and execution of this under-fly are presented. © 2022 by the authors.}, DOI = {10.3390/rs14215414}, url = {https://doi.org/10.3390/rs14215414}, year = {2022}, type = {Journal Article} } @article{3193, author = {Kala, J. and Evans, J. P. and Pitman, A. J. and Schaaf, C. B. and Decker, M. and Carouge, C. and Mocko, D. and Sun, Q.}, title = {Erratum—"Implementation of a soil albedo scheme in the CABLEv1.4b land surface model and evaluation against MODIS estimates over Australia" (Geosci. Model Dev. (2014) 7 (2121-2140))}, journal = {Geoscientific Model Development}, volume = {7}, number = {5}, pages = {2501–2501}, DOI = {10.5194/gmd-7-2501-2014}, url = {https://doi.org/10.5194/gmd-7-2501-2014}, year = {2014}, type = {Journal Article} } @article{3181, author = {Kala, J. and Evans, J. P. and Pitman, A. J. and Schaaf, C. B. and Decker, M. and Carouge, C. and Mocko, D. and Sun, Q.}, title = {Implementation of a soil albedo scheme in the CABLEv1.4b land surface model and evaluation against MODIS estimates over Australia}, journal = {Geoscientific Model Development}, volume = {7}, number = {5}, pages = {2121–2140}, DOI = {10.5194/gmd-7-2121-2014}, url = {https://doi.org/10.5194/gmd-7-2121-2014}, year = {2014}, type = {Journal Article} } @article{8568, author = {Kalashnikova, O. V. and Garay, M. J. and Bates, K. H. and Kenseth, C. M. and Kong, W. and Cappa, C. D. and Lyapustin, A. I. and Jonsson, H. H. and Seidel, F. C. and Xu, F. and Diner, D. J. and Seinfeld, J. H.}, title = {Photopolarimetric sensitivity to black carbon content of wildfire smoke—Results from the 2016 ImPACT-PM field campaign}, journal = {Journal of Geophysical Research Atmospheres}, volume = {123}, number = {10}, pages = {5376–5396}, DOI = {10.1029/2017JD028032}, url = {https://doi.org/10.1029/2017JD028032}, year = {2018}, type = {Journal Article} } @misc{12364, author = {Kalia, S. and Mohan, C. K. and Nemani, R.}, title = {Evolutionary training of deep neural networks on heterogeneous computing environments}, publisher = {Association for Computing Machinery}, volume = {Proceedings}, pages = {2318–2321}, month = {9–13 July 2022}, note = {READY}, abstract = {Deep neural networks are typically trained using gradient-based optimizers such as error backpropagation. This study proposes a framework based on Evolutionary Algorithms (EAs) to train deep neural networks without gradients. The network parameters, which may vary up to millions, are considered optimization variables. We demonstrate the training of an encoder-decoder segmentation network (U-Net) and Long Short-Term Memory (LSTM) model using (μ + λ)-ES, Genetic Algorithm, and Particle Swarm Optimization. The framework can train models with forward propagation on machines with different hardware in a cluster computing environment. We compare prediction results from the two models trained using our framework and backpropagation. We show that the neural networks can be trained in less time on CPUs as compared to the training on specialized compute-intensive GPUs. © 2022 ACM.}, keywords = {evolutionary algorithms heuristics neural networks parallelization Backpropagation Cluster computing Genetic algorithms Long short-term memory Particle swarm optimization (PSO) Program processors Computing environments Error back-propagation Evolutionary training Gradient-based optimizers Heterogeneous computing Heuristic Network parameters Neural-networks Optimization variables Parallelizations Deep neural networks}, ISBN = {in}, DOI = {10.1145/3520304.3533954}, url = {https://doi.org/10.1145/3520304.3533954}, year = {2022}, type = {Conference Paper} } @misc{9851, author = {Kalluri, S. N. V. and Zhang, Z. and Jaja, J. and Bader, D. A. and Song, H. and El Saleous, N. and Vermote, E.F. and Townshend, J. R. G.}, title = {Hierarchical data archiving and processing system to generate custom tailored products from AVHRR data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2374–2376}, month = {28 June–2 July 1999}, note = {READY}, DOI = {10.1109/IGARSS.1999.771514}, url = {https://doi.org/10.1109/IGARSS.1999.771514}, year = {1999}, type = {Conference Paper} } @article{107, author = {Kamble, B. and Kilic, A. and Hubbard, K.}, title = {Estimating crop coefficients using remote sensing-based vegetation index}, journal = {Remote Sensing}, volume = {5}, number = {4}, pages = {1588–1602}, DOI = {10.3390/rs5041588}, url = {https://doi.org/10.3390/rs5041588}, year = {2013}, type = {Journal Article} } @misc{5810, author = {Kampe, T. U. and Johnson, B. R. and Kuester, M. and McCorkel, J.T.}, title = {Airborne remote sensing instrumentation for NEON—Status and development}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1–13}, month = {5–12 March 2011}, note = {READY}, DOI = {10.1109/AERO.2011.5747398}, url = {https://doi.org/10.1109/AERO.2011.5747398}, year = {2011}, type = {Conference Paper} } @misc{5918, author = {Kampe, T. U. and McCorkel, J.T. and Hamlin, L. and Green, R. O. and Krause, K. S. and Johnson, B. R.}, title = {Progress in the development of airborne remote sensing instrumentation for the National Ecological Observatory Network}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8156}, month = {22–23 August 2011}, note = {READY}, DOI = {10.1117/12.892572}, url = {https://doi.org/10.1117/12.892572}, year = {2011}, type = {Conference Paper} } @article{12122, author = {Kang, Y. and Ozdogan, M. and Gao, F. and Anderson, M. C. and White, W. A. and Yang, Y. and Yang, Y. and Erickson, T. A.}, title = {A data-driven approach to estimate leaf area index for Landsat images over the contiguous US}, journal = {Remote Sensing of Environment}, volume = {258}, DOI = {10.1016/j.rse.2021.112383}, url = {https://doi.org/10.1016/j.rse.2021.112383}, year = {2021}, type = {Journal Article} } @article{11968, author = {Kang, Y. and Ozdogan, M. and Zhu, X. and Ye, Z. and Hain, C. and Anderson, M.}, title = {Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest}, journal = {Environmental Research Letters}, volume = {15}, number = {6}, DOI = {10.1088/1748-9326/ab7df9}, url = {https://doi.org/10.1088/1748-9326/ab7df9}, year = {2020}, type = {Journal Article} } @article{10963, author = {Karagulian, F. and Temimi, M. and Ghebreyesus, D. and Weston, M. and Kondapalli, N. K. and Valappil, V. K. and Aldababesh, A. and Lyapustin, A. and Chaouch, N. and Al Hammadi, F. and Al Abdooli, A.}, title = {Analysis of a severe dust storm and its impact on air quality conditions using WRF-Chem modeling, satellite imagery, and ground observations}, journal = {Air Quality, Atmosphere and Health}, volume = {12}, number = {4}, pages = {453–470}, DOI = {10.1007/s11869-019-00674-z}, url = {https://doi.org/10.1007/s11869-019-00674-z}, year = {2019}, type = {Journal Article} } @article{241, author = {Kargel, J. S. and Ahlstrøm, A. P. and Alley, R. B. and Bamber, J. L. and Benham, T. J. and Box, J. E. and Chen, C. and Christoffersen, P. and Citterio, M. and Cogley, J. G. and Jiskoot, H. and Leonard, G. J. and Morin, P. and Scambos, T.A. and Sheldon, T. and Willis, I.}, title = {Brief communication—Greenland's shrinking ice cover—"Fast times" but not that fast}, journal = {Cryosphere}, volume = {6}, number = {3}, pages = {533–537}, DOI = {10.5194/tc-6-533-2012}, url = {https://doi.org/10.5194/tc-6-533-2012}, year = {2012}, type = {Journal Article} } @misc{5354, author = {Karnieli, A. and Agam, N. and Anderson, M. C. and Pinker, R. T. and Imhoff, M. L. and Gutman, G. G.}, title = {Merits and limitations in assessing droughts by using long-term NDVI and 1st time series}, volume = {Proceedings}, pages = {194–204}, month = {28–30 July 2009}, note = {READY}, year = {2009}, type = {Conference Paper} } @article{511, author = {Karnieli, A. and Agam, N. and Pinker, R. T. and Anderson, M.C. and Imhoff, M. L. and Gutman, G. G. and Panov, N. and Goldberg, A.}, title = {Use of NDVI and land surface temperature for drought assessment—Merits and limitations}, journal = {Journal of Climate}, volume = {23}, number = {3}, pages = {618–633}, DOI = {10.1175/2009JCLI2900.1}, url = {https://doi.org/10.1175/2009JCLI2900.1}, year = {2010}, type = {Journal Article} } @article{619, author = {Karstensen, K. A. and Loveland, T. R.}, title = {Monitoring land use on military installations}, journal = {Military Engineer}, volume = {101}, number = {657}, pages = {47–48}, year = {2009}, type = {Journal Article} } @article{11832, author = {Kashongwe, H. B. and Roy, D. P. and Bwangoy, J. R. B.}, title = {Democratic Republic of the Congo tropical forest canopy height and aboveground biomass estimation with Landsat-8 Operational Land Imager (OLI) and airborne LiDAR data—The effect of seasonal Landsat image selection}, journal = {Remote Sensing}, volume = {12}, number = {9}, DOI = {10.3390/RS12091360}, url = {https://doi.org/10.3390/RS12091360}, year = {2020}, type = {Journal Article} } @article{2055, author = {Kasischke, E. S. and Amiro, B. D. and Barger, N. N. and French, N. H. F. and Goetz, S. J. and Grosse, G. and Harmon, M. E. and Hicke, J. A. and Liu, S. and Masek, J. G.}, title = {Impacts of disturbance on the terrestrial carbon budget of North America}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {118}, number = {1}, pages = {303–316}, DOI = {10.1002/jgrg.20027}, url = {https://doi.org/10.1002/jgrg.20027}, year = {2013}, type = {Journal Article} } @article{2299, author = {Kathuroju, N. and White, M. A. and Symanzik, J. and Schwartz, M. D. and Powell, J. A. and Nemani, R. R.}, title = {On the use of the advanced very high resolution radiometer for development of prognostic land surface phenology models}, journal = {Ecological Modelling}, volume = {201}, number = {2}, pages = {144–156}, DOI = {10.1016/j.ecolmodel.2006.09.011}, url = {https://doi.org/10.1016/j.ecolmodel.2006.09.011}, year = {2007}, type = {Journal Article} } @article{2505, author = {Kaufman, Y. J. and Ichoku, C. and Giglio, L. and Korontzi, S. and Chu, D. A. and Hao, W. M. and Li, R. R. and Justice, C. O.}, title = {Fire and smoke observed from the earth observing system MODIS instrument—Products, validation, and operational use}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {8}, pages = {1765–1781}, DOI = {10.1080/01431160210144741}, url = {https://doi.org/10.1080/01431160210144741}, year = {2003}, type = {Journal Article} } @article{10495, author = {Kaufman, Y. J. and Justice, C. O. and Flynn, L. P. and Kendall, J. D. and Prins, E. M. and Giglio, L. and Ward, D. E. and Menzel, W. P. and Setzer, A. W.}, title = {Potential global fire monitoring from EOS-MODIS}, journal = {Journal of Geophysical Research Atmospheres}, volume = {103}, number = {D24}, pages = {32215–32238}, DOI = {10.1029/98JD01644}, url = {https://doi.org/10.1029/98JD01644}, year = {1998}, type = {Journal Article} } @article{1490, author = {Kaufman, Y. J. and Tanré, D. and Remer, L. A. and Vermote, E. F. and Chu, A. and Holben, B. N.}, title = {Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer}, journal = {Journal of Geophysical Research Atmospheres}, volume = {102}, number = {14}, pages = {17051–17067}, DOI = {10.1029/96JD03988}, url = {https://doi.org/10.1029/96JD03988}, year = {1997}, type = {Journal Article} } @misc{643, author = {Kaufmann, H. and Segl, K. and Guanter, L. and Hofer, S. and Foerster, K. P. and Stuffler, T. and Mueller, A. and Richter, R. and Bach, H. and Hostert, P. and Chlebek, C.}, title = {Environmental mapping and analysis program (ENMAP)—recent advances and status}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {IV109–IV112}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4779668}, url = {https://doi.org/10.1109/IGARSS.2008.4779668}, year = {2008}, type = {Conference Paper} } @article{29, author = {Kawamura, K. and Severinghaus, J. P. and Albert, M. R. and Courville, Z. R. and Fahnestock, M. A. and Scambos, T.A. and Shields, E. and Shuman, C. A.}, title = {Kinetic fractionation of gases by deep air convection in polar firn}, journal = {Atmospheric Chemistry and Physics}, volume = {13}, number = {21}, pages = {11141–11155}, DOI = {10.5194/acp-13-11141-2013}, url = {https://doi.org/10.5194/acp-13-11141-2013}, year = {2013}, type = {Journal Article} } @article{11049, author = {Kearney, S. P. and Coops, N. C. and Stenhouse, G. B. and Nielsen, S. E. and Hermosilla, T. and White, J. C. and Wulder, M. A.}, title = {Grizzly bear selection of recently harvested forests is dependent on forest recovery rate and landscape composition}, journal = {Forest Ecology and Management}, volume = {449}, DOI = {10.1016/j.foreco.2019.117459}, url = {https://doi.org/10.1016/j.foreco.2019.117459}, year = {2019}, type = {Journal Article} } @article{8955, author = {Keef, J. L. and Clare, J. F. and Thome, K. J.}, title = {Analytical solution for integrating sphere spectral efficiency inclusive of atmospheric attenuation}, journal = {Applied Optics}, volume = {47}, number = {2}, pages = {253–262}, DOI = {10.1364/AO.47.000253}, url = {https://doi.org/10.1364/AO.47.000253}, year = {2008}, type = {Journal Article} } @article{8867, author = {Keef, J. L. and Thome, K. J.}, title = {Hyperspectral source prediction based on an optimal selection of multispectral data}, journal = {Journal of Applied Remote Sensing}, volume = {3}, number = {1}, DOI = {10.1117/1.3112773}, url = {https://doi.org/10.1117/1.3112773}, year = {2009}, type = {Journal Article} } @article{8544, author = {Keefer, T. O. and Unkrich, C. L. and Smith, J. R. and Goodrich, D. C. and Moran, M. S. and Simanton, J. R.}, title = {An event-based comparison of two types of automated-recording, weighing bucket rain gauges}, journal = {Water Resources Research}, volume = {44}, number = {5}, DOI = {10.1029/2006WR005841}, url = {https://doi.org/10.1029/2006WR005841}, year = {2008}, type = {Journal Article} } @article{8781, author = {Kempeneers, P. and McInerney, D. and Sedano, F. and Gallego, J. and Strobl, P. and Kay, S. and Korhonen, K. T. and San-Miguel-Ayanz, J.}, title = {Accuracy assessment of a remote sensing-based, pan-european forest cover map using multi-country national forest inventory data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {6}, number = {1}, pages = {54–65}, DOI = {10.1109/JSTARS.2012.2236079}, url = {https://doi.org/10.1109/JSTARS.2012.2236079}, year = {2013}, type = {Journal Article} } @article{8810, author = {Kempeneers, P. and Sedano, F. and Seebach, L. and Strobl, P. and San-Miguel-Ayanz, J.}, title = {Data fusion of different spatial resolution remote sensing images applied to forest-type mapping}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {49}, number = {12 pt. 2}, pages = {4977–4986}, DOI = {10.1109/TGRS.2011.2158548}, url = {https://doi.org/10.1109/TGRS.2011.2158548}, year = {2011}, type = {Journal Article} } @article{8812, author = {Kempeneers, P. and Sedano, F. and Strobl, P. and McInerney, D. O. and San-Miguel-Ayanz, J.}, title = {Increasing robustness of postclassification change detection using time series of land cover maps}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {50}, number = {9}, pages = {3327–3339}, DOI = {10.1109/TGRS.2011.2181854}, url = {https://doi.org/10.1109/TGRS.2011.2181854}, year = {2012}, type = {Journal Article} } @inbook{10821, author = {Kempler, S. and Leptoukh, G. G. and Kiang, R. K. and Soebiyanto, R. P. and Tong, D. Q. and Ceccato, P. and Maxwell, S. and Rommel, R. G. and Jacquez, G. M. and Benedict, K. and Morain, S. A. and Yang, P. and Huang, Q. and Golden, M. L. and Chen, R. S. and Pinzon, J. E. and Zaitchik, B. and Irwin, D. and Estes, S. and Luvall, J. and Wimberly, M. and Xiao, X. and Charland, K. M. and Stumpf, R. P. and Deng, Z. and Tilburg, C. E. and Liu, Y. and McClure, L. and Huff, A.}, title = {Data discovery, access and retrieval}, booktitle = {Environmental tracking for public health surveillance}, editor = {Morain, S.A. and Budge, A.}, connective phrase = {Data discovery, access and retrieval}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, chapter = {chap. 6}, pages = {229–291}, DOI = {10.1201/b12680}, url = {https://doi.org/10.1201/b12680}, year = {2012}, type = {Book Section} } @article{2390, author = {Kennaway, T. and Helmer, E. H.}, title = {The forest types and ages cleared for land development in Puerto Rico}, journal = {GIScience and Remote Sensing}, volume = {44}, number = {4}, pages = {356–382}, DOI = {10.2747/1548-1603.44.4.356}, url = {https://doi.org/10.2747/1548-1603.44.4.356}, year = {2007}, type = {Journal Article} } @article{2382, author = {Kennaway, T. A. and Helmer, E. H. and Lefsky, M. A. and Brandeis, T. A. and Sherrill, K. R.}, title = {Mapping land cover and estimating forest structure using satellite imagery and coarse resolution lidar in the Virgin Islands}, journal = {Journal of Applied Remote Sensing}, volume = {2}, number = {1}, DOI = {10.1117/1.3063939}, url = {https://doi.org/10.1117/1.3063939}, year = {2008}, type = {Journal Article} } @article{267, author = {Kennedy, R. E.}, title = {New views on changing Arctic vegetation}, journal = {Environmental Research Letters}, volume = {7}, number = {1}, DOI = {10.1088/1748-9326/7/1/011001}, url = {https://doi.org/10.1088/1748-9326/7/1/011001}, year = {2012}, type = {Journal Article} } @article{3166, author = {Kennedy, R. E. and Andréfouët, S. and Cohen, W. B. and Gómez, C. and Griffiths, P. and Hais, M. and Healey, S. P. and Helmer, E. H. and Hostert, P. and Lyons, M. B. and Meigs, G. W. and Pflugmacher, D. and Phinn, S. R. and Powell, S. L. and Scarth, P. and Sen, S. and Schroeder, T. A. and Schneider, A. and Sonnenschein, R. and Vogelmann, J. E. and Wulder, M. A. and Zhu, Zhe}, title = {Bringing an ecological view of change to Landsat-based remote sensing}, journal = {Frontiers in Ecology and the Environment}, volume = {12}, number = {6}, pages = {339–346}, DOI = {10.1890/130066}, url = {https://doi.org/10.1890/130066}, year = {2014}, type = {Journal Article} } @article{1154, author = {Kennedy, R. E. and Cohen, W. B.}, title = {Automated designation of tie-points for image-to-image coregistration}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {17}, pages = {3467–3490}, DOI = {10.1080/0143116021000024249}, url = {https://doi.org/10.1080/0143116021000024249}, year = {2003}, type = {Journal Article} } @article{775, author = {Kennedy, R. E. and Cohen, W. B. and Schroeder, T. A.}, title = {Trajectory-based change detection for automated characterization of forest disturbance dynamics}, journal = {Remote Sensing of Environment}, volume = {110}, number = {3}, pages = {370–386}, DOI = {10.1016/j.rse.2007.03.010}, url = {https://doi.org/10.1016/j.rse.2007.03.010}, year = {2007}, type = {Journal Article} } @article{8738, author = {Kennedy, R. E. and Ohmann, J. and Gregory, M. and Roberts, H. and Yang, Z. and Bell, D. M. and Kane, V. and Hughes, M. J. and Cohen, W. B. and Powell, S. and Neeti, N. and Larrue, T. and Hooper, S. and Kane, J. and Miller, D. L. and Perkins, J. and Braaten, J. and Seidl, R.}, title = {An empirical, integrated forest biomass monitoring system}, journal = {Environmental Research Letters}, volume = {13}, number = {2}, DOI = {10.1088/1748-9326/aa9d9e}, url = {https://doi.org/10.1088/1748-9326/aa9d9e}, year = {2018}, type = {Journal Article} } @article{586, author = {Kennedy, R. E. and Townsend, P. A. and Gross, J. E. and Cohen, W. B. and Bolstad, P. and Wang, Y. Q. and Adams, P.}, title = {Remote sensing change detection tools for natural resource managers—Understanding concepts and tradeoffs in the design of landscape monitoring projects}, journal = {Remote Sensing of Environment}, volume = {113}, number = {7}, pages = {1382–1396}, DOI = {10.1016/j.rse.2008.07.018}, url = {https://doi.org/10.1016/j.rse.2008.07.018}, year = {2009}, type = {Journal Article} } @article{919, author = {Kennedy, R. E. and Turner, D. P. and Cohen, W. B. and Guzy, M.}, title = {A method to efficiently apply a biogeochemical model to a landscape}, journal = {Landscape Ecology}, volume = {21}, number = {2}, pages = {213–224}, DOI = {10.1007/s10980-005-0827-0}, url = {https://doi.org/10.1007/s10980-005-0827-0}, year = {2006}, type = {Journal Article} } @techreport{3111, author = {Kennedy, R. E. and Yang, Z. and Braaten, J. and Cohen, W. B. and Nelson, P. and Pfaff, E.}, section title = {A satellite's view of recent trends in forest harvest intensity in the Pacific Northwest}, editor = {Anderson, P.D. and Ronnenberg, K.L.}, report title = {Density management in the 21st century—West side story, General Technical Report, U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, PNW-GTR 880}, pages = {38–40}, type = {Report}, url = {https://www.fs.fed.us/pnw/pubs/pnw_gtr880.pdf}, year = {2013}, type = {Report} } @article{3291, author = {Kennedy, R. E. and Yang, Z. and Braaten, J. and Copass, C. and Antonova, N. and Jordan, C. and Nelson, P.}, title = {Attribution of disturbance change agent from Landsat time-series in support of habitat monitoring in the Puget Sound region, USA}, journal = {Remote Sensing of Environment}, volume = {166}, pages = {271–285}, DOI = {10.1016/j.rse.2015.05.005}, url = {https://doi.org/10.1016/j.rse.2015.05.005}, year = {2015}, type = {Journal Article} } @article{425, author = {Kennedy, R. E. and Yang, Z. and Cohen, W. B.}, title = {Detecting trends in forest disturbance and recovery using yearly Landsat time series—1. LandTrendr - Temporal segmentation algorithms}, journal = {Remote Sensing of Environment}, volume = {114}, number = {12}, pages = {2897–2910}, DOI = {10.1016/j.rse.2010.07.008}, url = {https://doi.org/10.1016/j.rse.2010.07.008}, year = {2010}, type = {Journal Article} } @article{225, author = {Kennedy, R. E. and Yang, Z. and Cohen, W. B. and Pfaff, E. and Braaten, J. and Nelson, P.}, title = {Spatial and temporal patterns of forest disturbance and regrowth within the area of the Northwest Forest Plan}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {117–133}, DOI = {10.1016/j.rse.2011.09.024}, url = {https://doi.org/10.1016/j.rse.2011.09.024}, year = {2012}, type = {Journal Article} } @article{9049, author = {Kennedy, R. E. and Yang, Z. and Gorelick, N.S. and Braaten, J. and Cavalcante, L. and Cohen, W. B. and Healey, S.P.}, title = {Implementation of the LandTrendr algorithm on Google Earth Engine}, journal = {Remote Sensing}, volume = {10}, number = {5}, DOI = {10.3390/rs10050691}, url = {https://doi.org/10.3390/rs10050691}, year = {2018}, type = {Journal Article} } @article{3212, author = {Kennicutt, M. C. and Chown, S. L. and Cassano, J. J. and Liggett, D. and Peck, L. S. and Massom, R. and Rintoul, S. R. and Storey, J. and Vaughan, D. G. and Wilson, T. J. and Allison, I. and Ayton, J. and Badhe, R. and Baeseman, J. and Barrett, P. J. and Bell, R. E. and Bertler, N. and Bo, S. and Brandt, A. and Bromwich, D. and Cary, S. C. and Clark, M. S. and Convey, P. and Costa, E. S. and Cowan, D. and Deconto, R. and Dunbar, R. and Elfring, C. and Escutia, C. and Francis, J. and Fricker, H. A. and Fukuchi, M. and Gilbert, N. and Gutt, J. and Havermans, C. and Hik, D. and Hosie, G. and Jones, C. and Kim, Y. D. and Le Maho, Y. and Lee, S. H. and Leppe, M. and Leitchenkov, G. and Li, X. and Lipenkov, V. and Lochte, K. and López-Martínez, J. and Lüdecke, C. and Lyons, W. and Marenssi, S. and Miller, H. and Morozova, P. and Naish, T. and Nayak, S. and Ravindra, R. and Retamales, J. and Ricci, C. A. and Rogan-Finnemore, M. and Ropert-Coudert, Y. and Samah, A. A. and Sanson, L. and Scambos, T.A. and Schloss, I. R. and Shiraishi, K. and Siegert, M. J. and SimÃes, J. C. and Storey, B. and Sparrow, M. D. and Wall, D. H. and Walsh, J. C. and Wilson, G. and Winther, J. G. and Xavier, J. C. and Yang, H. and Sutherland, W. J.}, title = {A roadmap for Antarctic and Southern Ocean science for the next two decades and beyond}, journal = {Antarctic Science}, volume = {27}, number = {1}, pages = {3–18}, DOI = {10.1017/S0954102014000674}, url = {https://doi.org/10.1017/S0954102014000674}, year = {2014}, type = {Journal Article} } @article{10566, author = {Keohane, J. W. and Rudnick, L. and Anderson, M. C.}, title = {A comparison of X-ray and radio emission from the supernova remnant Cassiopeia A}, journal = {Astrophysical Journal}, volume = {466}, number = {1 pt. 1}, pages = {309–316}, DOI = {10.1086/177511}, url = {https://doi.org/10.1086/177511}, year = {1996}, type = {Journal Article} } @inbook{877, author = {Kerekes, J. P. and Schott, J. R.}, title = {Hyperspectral imaging systems}, booktitle = {Hyperspectral data exploitation—Theory and applications}, editor = {Chang, C.I.}, connective phrase = {Hyperspectral imaging systems}, publisher = {John Wiley & Sons}, place published = {Hoboken, N.J.}, pages = {17–45}, DOI = {10.1002/9780470124628.ch2}, url = {https://doi.org/10.1002/9780470124628.ch2}, year = {2006}, type = {Book Section} } @article{11977, author = {Ketchum, D. and Jencso, K. and Maneta, M. P. and Melton, F. and Jones, M. O. and Huntington, J.}, title = {IrrMapper—A machine learning approach for high resolution mapping of irrigated agriculture across the Western U.S}, journal = {Remote Sensing}, volume = {12}, number = {14}, DOI = {10.3390/rs12142328}, url = {https://doi.org/10.3390/rs12142328}, year = {2020}, type = {Journal Article} } @article{2346, author = {Keyser, A. R. and Kimball, J. S. and Nemani, R. R. and Running, S. W.}, title = {Simulating the effects of climate change on the carbon balance of North American high-latitude forests}, journal = {Global Change Biology}, volume = {6}, number = {S 1}, pages = {185–195}, DOI = {10.1046/j.1365-2486.2000.06020.x}, url = {https://doi.org/10.1046/j.1365-2486.2000.06020.x}, year = {2000}, type = {Journal Article} } @article{12398, author = {Keyser, S. R. and Fink, D. and Gudex-Cross, D. and Radeloff, V. C. and Pauli, J. N. and Zuckerberg, B.}, title = {Snow cover dynamics—An overlooked yet important feature of winter bird occurrence and abundance across the United States}, journal = {Ecography}, volume = {1}, abstract = {Snow cover dynamics (i.e. depth, duration and variability) are dominant drivers of ecological processes during winter. For overwintering species, changes and gradients in snow cover may impact survival and population dynamics (e.g. facilitating survival via thermal refugia or limiting survival via reduced resource acquisition). However, snow cover dynamics are rarely used in species distribution modelling, especially for overwintering birds. Currently, we lack understanding of how snow cover gradients affect overwintering bird distributions and which functional traits drive these associations at regional and continental scales. Using observations from eBird, a global community science network, we explored the effects of snow cover dynamics on continental patterns of occurrence and counts for 150 bird species. We quantified the relative importance, species-specific responses and trait-based relationships of bird occurrence and abundance patterns to ecologically relevant snow cover dynamics across the United States. Snow cover dynamics were important environmental predictors in species distributions models, ranking within the top three predictors for most species occurrence (> 90%) and count (> 79%) patterns across the contiguous United States. Species exhibited a gradient of responses to snow cover from snow association to snow avoidance, yet most birds were limited by long, persistent snow seasons. Duration of winter and percent frozen ground without snow structured species distributions in the eastern USA, whereas snow cover variability was a stronger driver in the western USA. Birds associated with long, persistent snow seasons had traits associated with greater dispersal capacity and dietary diversity, whereas birds inhabiting regions with variable snow cover were generally habitat generalists. Our results suggest that various snow cover dynamics are important ecological filters of species distributions during winter. Global climate change is rapidly degrading key characteristics of seasonal snow cover. A changing cryosphere may elicit variable distributional changes for many overwintering birds, potentially accelerating range shifts and novel community assemblages. © 2022 The Authors. Ecography published by John Wiley & Sons Ltd on behalf of Nordic Society Oikos.}, DOI = {10.1111/ecog.06378}, url = {https://doi.org/10.1111/ecog.06378}, year = {2023}, type = {Journal Article} } @article{12088, author = {Khan, A. and Hansen, M. C. and Potapov, P. and Adusei, B. and Stehman, S. V. and Steininger, M. K.}, title = {An operational automated mapping algorithm for in-season estimation of wheat area for Punjab, Pakistan}, journal = {International Journal of Remote Sensing}, volume = {42}, number = {10}, pages = {3833–3849}, DOI = {10.1080/01431161.2021.1883200}, url = {https://doi.org/10.1080/01431161.2021.1883200}, year = {2021}, type = {Journal Article} } @article{8635, author = {Khan, A. and Hansen, M. C. and Potapov, P. and Stehman, S. V. and Chatta, A. A.}, title = {Landsat-based wheat mapping in the heterogeneous cropping system of Punjab, Pakistan}, journal = {International Journal of Remote Sensing}, volume = {37}, number = {6}, pages = {1391–1410}, DOI = {10.1080/01431161.2016.1151572}, url = {https://doi.org/10.1080/01431161.2016.1151572}, year = {2016}, type = {Journal Article} } @article{9047, author = {Khan, A. and Hansen, M. C. and Potapov, P. V. and Adusei, B. and Pickens, A. and Krylov, A. and Stehman, S. V.}, title = {Evaluating Landsat and RapidEye data for winter wheat mapping and area estimation in Punjab, Pakistan}, journal = {Remote Sensing}, volume = {10}, number = {4}, DOI = {10.3390/rs10040489}, url = {https://doi.org/10.3390/rs10040489}, year = {2018}, type = {Journal Article} } @article{12076, author = {Khan, A. L. and Dierssen, H. M. and Scambos, T. A. and Höfer, J. and Cordero, R. R.}, title = {Spectral characterization, radiative forcing and pigment content of coastal Antarctic snow algae—Approaches to spectrally discriminate red and green communities and their impact on snowmelt}, journal = {Cryosphere}, volume = {15}, number = {1}, pages = {133–148}, DOI = {10.5194/tc-15-133-2021}, url = {https://doi.org/10.5194/tc-15-133-2021}, year = {2021}, type = {Journal Article} } @article{12170, author = {Khan, A. M. and Stoy, P. C. and Douglas, J. T. and Anderson, M. and Diak, G. and Otkin, J. A. and Hain, C. and Rehbein, E. M. and McCorkel, J.}, title = {Reviews and syntheses—Ongoing and emerging opportunities to improve environmental science using observations from the Advanced Baseline Imager on the Geostationary Operational Environmental Satellites}, journal = {Biogeosciences}, volume = {18}, number = {13}, pages = {4117–4141}, DOI = {10.5194/bg-18-4117-2021}, url = {https://doi.org/10.5194/bg-18-4117-2021}, year = {2021}, type = {Journal Article} } @article{8502, author = {Kieffer, H. and Kargel, J. S. and Barry, R. and Bindschadler, R.A. and Bishop, M. and MacKinnon, D. and Ohmura, A. and Raup, B. and Antoninetti, M. and Bamber, J. and Braun, M. and Brown, I. and Cohen, D. and Copland, L. and DueHagen, J. and Engeset, R. V. and Fitzharris, B. and Fujita, K. and Haeberli, W. and Hagen, J. O. and Hall, D. and Hoelzle, M. and Johansson, M. and Kaab, A. and Koenig, M. and Konovalov, V. and Maisch, M. and Paul, F. and Rau, F. and Reeh, N. and Rignot, E. and Rivera, A. and De Ruyter De Wildt, M. and Scambos, T.A. and Schaper, J. and Scharfen, G. and Shroder, J. and Solomina, O. and Thompson, D. and Van Der Veen, K. and Wohlleben, T. and Young, N.}, title = {New eyes in the sky measure glaciers and ice sheets}, journal = {Eos}, volume = {81}, number = {24}, pages = {265–271}, DOI = {10.1029/00EO00187}, url = {https://doi.org/10.1029/00EO00187}, year = {2000}, type = {Journal Article} } @article{8390, author = {Kilic, A. and Allen, R.G. and Trezza, R. and Ratcliffe, I. and Kamble, B. and Robison, C. and Ozturk, D.}, title = {Sensitivity of evapotranspiration retrievals from the METRIC processing algorithm to improved radiometric resolution of Landsat 8 thermal data and to calibration bias in Landsat 7 and 8 surface temperature}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {198–209}, DOI = {10.1016/j.rse.2016.07.011}, url = {https://doi.org/10.1016/j.rse.2016.07.011}, year = {2016}, type = {Journal Article} } @article{3594, author = {Kim, B. H. and Lee, C. K. and Seo, K. W. and Lee, W. S. and Scambos, T.A.}, title = {Active subglacial lakes and channelized water flow beneath the Kamb Ice Stream}, journal = {Cryosphere}, volume = {10}, number = {6}, pages = {2971–2980}, DOI = {10.5194/tc-10-2971-2016}, url = {https://doi.org/10.5194/tc-10-2971-2016}, year = {2016}, type = {Journal Article} } @misc{9132, author = {Kim, E. and Gatebe, C. and Hall, D. and Newlin, J. and Misakonis, A. and Elder, K. and Marshall, H. P. and Hiemstra, C. and Brucker, L. and De Marco, E. and Crawford, C.J. and Kang, D. H. and Entin, J.}, title = {NASA's snowex campaign—Observing seasonal snow in a forested environment}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1388–1390}, month = {23–28 July 2017}, note = {READY}, DOI = {10.1109/IGARSS.2017.8127222}, url = {https://doi.org/10.1109/IGARSS.2017.8127222}, year = {2017}, type = {Conference Paper} } @article{11792, author = {Kim, J. and Hwang, T. and Schaaf, C. L. and Kljun, N. and Munger, J. W.}, title = {Seasonal variation of source contributions to eddy-covariance CO2 measurements in a mixed hardwood-conifer forest}, journal = {Agricultural and Forest Meteorology}, volume = {253–254}, pages = {71–83}, DOI = {10.1016/j.agrformet.2018.02.004}, url = {https://doi.org/10.1016/j.agrformet.2018.02.004}, year = {2018}, type = {Journal Article} } @article{11782, author = {Kim, J. and Hwang, T. and Schaaf, C. L. and Orwig, D. A. and Boose, E. and Munger, J. W.}, title = {Increased water yield due to the hemlock woolly adelgid infestation in New England}, journal = {Geophysical Research Letters}, volume = {44}, number = {5}, pages = {2327–2335}, DOI = {10.1002/2016GL072327}, url = {https://doi.org/10.1002/2016GL072327}, year = {2017}, type = {Journal Article} } @article{11433, author = {Kim, J. H. and Hwang, T. and Yang, Y. and Schaaf, C. L. and Boose, E. and Munger, J. W.}, title = {Warming-Induced Earlier Greenup Leads to Reduced Stream Discharge in a Temperate Mixed Forest Catchment}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {123}, number = {6}, pages = {1960–1975}, DOI = {10.1029/2018JG004438}, url = {https://doi.org/10.1029/2018JG004438}, year = {2018}, type = {Journal Article} } @article{11422, author = {Kim, Y. and Kimball, J. S. and Du, J. and Schaaf, C. L. B. and Kirchner, P. B.}, title = {Quantifying the effects of freeze-thaw transitions and snowpack melt on land surface albedo and energy exchange over Alaska and Western Canada}, journal = {Environmental Research Letters}, volume = {13}, number = {7}, DOI = {10.1088/1748-9326/aacf72}, url = {https://doi.org/10.1088/1748-9326/aacf72}, year = {2018}, type = {Journal Article} } @article{549, author = {Kim, Y. and Yang, Z. and Cohen, W. B. and Pflugmacher, D. and Lauver, C. L. and Vankat, J. L.}, title = {Distinguishing between live and dead standing tree biomass on the North Rim of Grand Canyon National Park, USA using small-footprint lidar data}, journal = {Remote Sensing of Environment}, volume = {113}, number = {11}, pages = {2499–2510}, DOI = {10.1016/j.rse.2009.07.010}, url = {https://doi.org/10.1016/j.rse.2009.07.010}, year = {2009}, type = {Journal Article} } @article{11808, author = {Kimambo, N. E. and L'Roe, J. and Naughton-Treves, L. and Radeloff, V. C.}, title = {The role of smallholder woodlots in global restoration pledges—Lessons from Tanzania}, journal = {Forest Policy and Economics}, volume = {115}, DOI = {10.1016/j.forpol.2020.102144}, url = {https://doi.org/10.1016/j.forpol.2020.102144}, year = {2020}, type = {Journal Article} } @article{2354, author = {Kimball, J. S. and Running, S. W. and Nemani, R.R.}, title = {An improved method for estimating surface humidity from daily minimum temperature}, journal = {Agricultural and Forest Meteorology}, volume = {85}, number = {1–2}, pages = {87–98}, DOI = {10.1016/S0168-1923(96)02366-0}, url = {https://doi.org/10.1016/S0168-1923(96)02366-0}, year = {1997}, type = {Journal Article} } @article{8668, author = {Kimes, D. S. and Nelson, R. F. and Salas, W. A. and Skole, D. L.}, title = {Mapping secondary tropical forest and forest age from SPOT HRV data}, journal = {International Journal of Remote Sensing}, volume = {20}, number = {18}, pages = {3625–3640}, DOI = {10.1080/014311699211246}, url = {https://doi.org/10.1080/014311699211246}, year = {1999}, type = {Journal Article} } @article{8471, author = {Kimes, D. S. and Nelson, R. F. and Skole, D. L. and Salas, W. A.}, title = {Accuracies in mapping secondary tropical forest age from sequential satellite imagery}, journal = {Remote Sensing of Environment}, volume = {65}, number = {1}, pages = {112–120}, DOI = {10.1016/S0034-4257(98)00021-2}, url = {https://doi.org/10.1016/S0034-4257(98)00021-2}, year = {1998}, type = {Journal Article} } @article{8943, author = {Kindel, B. C. and Qu, Z. and Goetz, A. F. H.}, title = {Direct solar spectral irradiance and transmittance measurements from 350 to 2500 nm}, journal = {Applied Optics}, volume = {40}, number = {21}, pages = {3483–3494}, DOI = {10.1364/AO.40.003483}, url = {https://doi.org/10.1364/AO.40.003483}, year = {2001}, type = {Journal Article} } @article{8545, author = {King, D. M. and Skirvin, S. M. and Holifield Collins, C. D. and Moran, M. S. and Biedenbender, S. H. and Kidwell, M. R. and Weltz, M. A. and Diaz-Gutierrez, A.}, title = {Assessing vegetation change temporally and spatially in southeastern Arizona}, journal = {Water Resources Research}, volume = {44}, number = {5}, DOI = {10.1029/2006WR005850}, url = {https://doi.org/10.1029/2006WR005850}, year = {2008}, type = {Journal Article} } @article{3651, author = {King, L. and Adusei, B. and Stehman, S. V. and Potapov, P. V. and Song, X. P. and Krylov, A. and Di Bella, C. and Loveland, T. R. and Johnson, D. M. and Hansen, M. C.}, title = {A multi-resolution approach to national-scale cultivated area estimation of soybean}, journal = {Remote Sensing of Environment}, volume = {195}, pages = {13–29}, DOI = {10.1016/j.rse.2017.03.047}, url = {https://doi.org/10.1016/j.rse.2017.03.047}, year = {2017}, type = {Journal Article} } @article{302, author = {Kjaersgaard, J. and Allen, R.G. and Irmak, A.}, title = {Improved methods for estimating monthly and growing season ET using METRIC applied to moderate resolution satellite imagery}, journal = {Hydrological Processes}, volume = {25}, number = {26}, pages = {4028–4036}, DOI = {10.1002/hyp.8394}, url = {https://doi.org/10.1002/hyp.8394}, year = {2011}, type = {Journal Article} } @misc{6184, author = {Kjaersgaard, J. and Allen, R.G. and Robison, C. and Irmak, A. and Ratcliffe, I. and Ranade, P. and Trezza, R. and Dhungel, R. and Kra, E.}, title = {Adjusting for background soil evaporation when interpolating evapotranspiration between satellite overpass dates}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 352}, pages = {94–97}, month = {27–30 September 2010}, note = {READY}, year = {2012}, type = {Conference Paper} } @misc{6178, author = {Kjaersgaard, J. and Allen, R.G. and Trezza, R. and Robison, C. and Oliveira, A. and Dhungel, R. and Kra, E.}, title = {Filling satellite image cloud gaps to create complete images of evapotranspiration}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 352}, pages = {102–105}, month = {27–30 September 2010}, note = {READY}, year = {2012}, type = {Conference Paper} } @misc{640, author = {Kjaersgaard, J. H. and Allen, R. G. and Aggett, G. R. and Schneider, C. A. and Hattendorf, M. J. and Irmak, A. and Hergert, G. W. and Robison, C.}, title = {Computation of Landsat based evapotranspiration maps along the South Platte and North Platte Rivers}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–10}, month = {12–16 May 2008}, note = {READY}, DOI = {10.1061/40976(316)97}, url = {https://doi.org/10.1061/40976(316)97}, year = {2008}, type = {Conference Paper} } @misc{560, author = {Kjaersgaard, J. H. and Allen, R. G. and Garcia, M. and Kramber, W. and Trezza, R.}, title = {Automated selection of anchor pixels for Landsat based evapotranspiration estimation}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {4400–4410}, month = {17–21 May 2009}, note = {READY}, DOI = {10.1061/41036(342)442}, url = {https://doi.org/10.1061/41036(342)442}, year = {2009}, type = {Conference Paper} } @misc{564, author = {Kjaersgaard, J. H. and Gowda, P. H. and Allen, R. G. and Howell, T. A.}, title = {Independent comparisons among calibration and output of energy balance components estimated by the METRIC procedure}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {4362–4371}, month = {17–21 May 2009}, note = {READY}, DOI = {10.1061/41036(342)438}, url = {https://doi.org/10.1061/41036(342)438}, year = {2009}, type = {Conference Paper} } @article{371, author = {Klaus, M. and Holsten, A. and Hostert, P. and Kropp, J. P.}, title = {Integrated methodology to assess windthrow impacts on forest stands under climate change}, journal = {Forest Ecology and Management}, volume = {261}, number = {11}, pages = {1799–1810}, DOI = {10.1016/j.foreco.2011.02.002}, url = {https://doi.org/10.1016/j.foreco.2011.02.002}, year = {2011}, type = {Journal Article} } @misc{865, author = {Klempner, S. L. and Bartlett, B. and Schott, J. R.}, title = {Ground truth-based variability analysis of atmospheric inversion in the presence of clouds}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6301}, month = {16–17 August 2006}, note = {READY}, DOI = {10.1117/12.682590}, url = {https://doi.org/10.1117/12.682590}, year = {2006}, type = {Conference Paper} } @article{9167, author = {Klink, K. and Wiersma, J. J. and Crawford, C. J. and Stuthman, D. D.}, title = {Impacts of temperature and precipitation variability in the Northern Plains of the United States and Canada on the productivity of spring barley and oat}, journal = {International Journal of Climatology}, volume = {34}, number = {8}, pages = {2805–2818}, DOI = {10.1002/joc.3877}, url = {https://doi.org/10.1002/joc.3877}, year = {2014}, type = {Journal Article} } @article{8183, author = {Kloog, I. and Chudnovsky, A. A. and Just, A. C. and Nordio, F. and Koutrakis, P. and Coull, B. A. and Lyapustin, A.I. and Wang, Y. and Schwartz, J.}, title = {A new hybrid spatio-temporal model for estimating daily multi-year PM2.5 concentrations across northeastern USA using high resolution aerosol optical depth data}, journal = {Atmospheric Environment}, volume = {95}, pages = {581–590}, DOI = {10.1016/j.atmosenv.2014.07.014}, url = {https://doi.org/10.1016/j.atmosenv.2014.07.014}, year = {2014}, type = {Journal Article} } @article{8184, author = {Kloog, I. and Sorek-Hamer, M. and Lyapustin, A.I. and Coull, B. and Wang, Y. and Just, A. C. and Schwartz, J. and Broday, D. M.}, title = {Estimating daily PM2.5 and PM10 across the complex geo-climate region of Israel using MAIAC satellite-based AOD data}, journal = {Atmospheric Environment}, volume = {122}, pages = {409–416}, DOI = {10.1016/j.atmosenv.2015.10.004}, url = {https://doi.org/10.1016/j.atmosenv.2015.10.004}, year = {2015}, type = {Journal Article} } @article{3758, author = {Klosterman, S. and Melaas, E. and Wang, J. and Martinez, A. and Frederick, S. and O'Keefe, J. and Orwig, D. A. and Wang, Z. and Sun, Q. and Schaaf, C.B. and Friedl, M. and Richardson, A. D.}, title = {Fine-scale perspectives on landscape phenology from unmanned aerial vehicle (UAV) photography}, journal = {Agricultural and Forest Meteorology}, volume = {248}, pages = {397–407}, DOI = {10.1016/j.agrformet.2017.10.015}, url = {https://doi.org/10.1016/j.agrformet.2017.10.015}, year = {2018}, type = {Journal Article} } @misc{4858, author = {Kneubühler, M. and Schaepman, M. and Thome, K.J.}, title = {Long-term vicarious calibration efforts of MERIS at railroad valley playa (NV)—An update}, publisher = {European Space Agency}, volume = {ESA-SP 615}, month = {20–24 March 2006}, note = {READY}, DOI = {10.5167/uzh-77949}, url = {https://doi.org/10.5167/uzh-77949}, year = {2006}, type = {Conference Paper} } @misc{4440, author = {Kneubuḧler, M. and Schaepman, M. E. and Thome, K. J. and Schläpfer, D.}, title = {MERIS / ENVISAT Vicarious Calibration Over Land}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5234}, pages = {614–623}, month = {8–10 September 2003}, note = {READY}, DOI = {10.1117/12.510449}, url = {https://doi.org/10.1117/12.510449}, year = {2004}, type = {Conference Paper} } @article{10785, author = {Knipper, K. R. and Kustas, W. P. and Anderson, M. C. and Alfieri, J. G. and Prueger, J. H. and Hain, C. R. and Gao, F. and Yang, Y. and McKee, L. G. and Nieto, H. and Hipps, L. E. and Alsina, M. M. and Sanchez, L.}, title = {Evapotranspiration estimates derived using thermal-based satellite remote sensing and data fusion for irrigation management in California vineyards}, journal = {Irrigation Science}, volume = {37}, number = {3}, pages = {431–449}, DOI = {10.1007/s00271-018-0591-y}, url = {https://doi.org/10.1007/s00271-018-0591-y}, year = {2019}, type = {Journal Article} } @article{11135, author = {Knipper, K. R. and Kustas, W. P. and Anderson, M. C. and Alsina, M. M. and Hain, C. R. and Alfieri, J. G. and Prueger, J. H. and Gao, F. and McKee, L. G. and Sanchez, L. A.}, title = {Using high-spatiotemporal thermal satellite ET retrievals for operational water use and stress monitoring in a California vineyard}, journal = {Remote Sensing}, volume = {11}, number = {18}, DOI = {10.3390/rs11182124}, url = {https://doi.org/10.3390/rs11182124}, year = {2019}, type = {Journal Article} } @article{12008, author = {Knipper, K. R. and Kustas, W. P. and Anderson, M. C. and Nieto, H. and Alfieri, J. G. and Prueger, J. H. and Hain, C. R. and Gao, F. and McKee, L. G. and Alsina, M. M. and Sanchez, L.}, title = {Using high-spatiotemporal thermal satellite ET retrievals to monitor water use over California vineyards of different climate, vine variety and trellis design}, journal = {Agricultural Water Management}, volume = {241}, DOI = {10.1016/j.agwat.2020.106361}, url = {https://doi.org/10.1016/j.agwat.2020.106361}, year = {2020}, type = {Journal Article} } @article{672, author = {Knobelspiesse, K. D. and Cairns, B. and Schmid, B. and Román, M. O. and Schaaf, C. B.}, title = {Surface BRDF estimation from an aircraft compared to MODIS and ground estimates at the Southern Great Plains site}, journal = {Journal of Geophysical Research Atmospheres}, volume = {113}, number = {20}, DOI = {10.1029/2008JD010062}, url = {https://doi.org/10.1029/2008JD010062}, year = {2008}, type = {Journal Article} } @article{91, author = {Knorn, J. and Kuemmerle, T. and Radeloff, V. C. and Keeton, W. S. and Gancz, V. and Biriş, I. A. and Svoboda, M. and Griffiths, P. and Hagatis, A. and Hostert, P.}, title = {Continued loss of temperate old-growth forests in the Romanian Carpathians despite an increasing protected area network}, journal = {Environmental Conservation}, volume = {40}, number = {2}, pages = {182–193}, DOI = {10.1017/S0376892912000355}, url = {https://doi.org/10.1017/S0376892912000355}, year = {2013}, type = {Journal Article} } @article{282, author = {Knorn, J. and Kuemmerle, T. and Radeloff, V. C. and Szabo, A. and Mindrescu, M. and Keeton, W. S. and Abrudan, I. and Griffiths, P. and Gancz, V. and Hostert, P.}, title = {Forest restitution and protected area effectiveness in post-socialist Romania}, journal = {Biological Conservation}, volume = {146}, number = {1}, pages = {204–212}, DOI = {10.1016/j.biocon.2011.12.020}, url = {https://doi.org/10.1016/j.biocon.2011.12.020}, year = {2012}, type = {Journal Article} } @article{594, author = {Knorn, J. and Rabe, A. and Radeloff, V. C. and Kuemmerle, T. and Kozak, J. and Hostert, P.}, title = {Land cover mapping of large areas using chain classification of neighboring Landsat satellite images}, journal = {Remote Sensing of Environment}, volume = {113}, number = {5}, pages = {957–964}, DOI = {10.1016/j.rse.2009.01.010}, url = {https://doi.org/10.1016/j.rse.2009.01.010}, year = {2009}, type = {Journal Article} } @article{8619, author = {Knyazikhin, Y. and Lewis, P. and Disney, M. I. and Mõttus, M. and Rautiainen, M. and Stenberg, P. and Kaufmann, R. K. and Marshak, A. and Schull, M. A. and Carmona, P. L. and Vanderbilt, V. and Davis, A. B. and Baret, F. and Jacquemoud, S. and Lyapustin, A.I. and Yang, Y. and Myneni, R. B.}, title = {Reply to Ollinger et al.—Remote sensing of leaf nitrogen and emergent ecosystem properties}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {110}, number = {27}, DOI = {10.1073/pnas.1305930110}, url = {https://doi.org/10.1073/pnas.1305930110}, year = {2013}, type = {Journal Article} } @article{8618, author = {Knyazikhin, Y. and Lewis, P. and Disney, M. I. and Stenberg, P. and Mõttus, M. and Rautiainen, M. and Kaufmann, R. K. and Marshak, A. and Schull, M. A. and Carmona, P. L. and Vanderbilt, V. and Davis, A. B. and Baret, F. and Jacquemoud, S. and Lyapustin, A.I. and Yang, Y. and Myneni, R. B.}, title = {Reply to Townsend et al.—Decoupling contributions from canopy structure and leaf optics is critical for remote sensing leaf biochemistry}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {110}, number = {12}, DOI = {10.1073/pnas.1301247110}, url = {https://doi.org/10.1073/pnas.1301247110}, year = {2013}, type = {Journal Article} } @article{8617, author = {Knyazikhin, Y. and Schull, M. A. and Stenberg, P. and Mõttus, M. and Rautiainen, M. and Yang, Y. and Marshak, A. and Carmona, P. L. and Kaufmann, R. K. and Lewis, P. and Disney, M. I. and Vanderbilt, V. and Davis, A. B. and Baret, F. and Jacquemoud, S. and Lyapustin, A.I. and Myneni, R. B.}, title = {Hyperspectral remote sensing of foliar nitrogen content}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {110}, number = {3}, pages = {E185–E192}, DOI = {10.1073/pnas.1210196109}, url = {https://doi.org/10.1073/pnas.1210196109}, year = {2013}, type = {Journal Article} } @misc{11021, author = {Koetz, B. and Bastiaanssen, W. and Berger, M. and Defourney, P. and Bello, U. D. and Drusch, M. and Drinkwater, M. and Duca, R. and Fernandez, V. and Ghent, D. and Guzinski, R. and Hoogeveen, J. and Hook, S. and Lagouarde, J. P. and Lemoine, G. and Manolis, I. and Martimort, P. and Masek, J. and Massart, M. and Notarnicola, C. and Sobrino, J. and Udelhoven, T.}, title = {High spatio-temporal resolution land surface temperature mission—A Copernicus candidate mission in support of agricultural monitoring}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8160–8162}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8517433}, url = {https://doi.org/10.1109/IGARSS.2018.8517433}, year = {2018}, type = {Conference Paper} } @article{8861, author = {Koh, L. P. and Gibbs, H. K. and Potapov, P. V. and Hansen, M. C.}, title = {REDDcalculator.com—A web-based decision-support tool for implementing Indonesia's forest moratorium}, journal = {Methods in Ecology and Evolution}, volume = {3}, number = {2}, pages = {310–316}, DOI = {10.1111/j.2041-210X.2011.00147.x}, url = {https://doi.org/10.1111/j.2041-210X.2011.00147.x}, year = {2012}, type = {Journal Article} } @article{3753, author = {Kokkinidis, I. and Hodges, S. C. and Wynne, R. H.}, title = {Thematic accuracy of agriculture in land cover layers of select Virginia counties}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {83}, number = {10}, pages = {679–692}, DOI = {10.14358/PERS.83.10.679}, url = {https://doi.org/10.14358/PERS.83.10.679}, year = {2017}, type = {Journal Article} } @article{3045, author = {Kongoli, C. and Kustas, W. P. and Anderson, M. C. and Norman, J. M. and Alfieri, J. G. and Flerchinger, G. N. and Marks, D.}, title = {Evaluation of a two-source snow-vegetation energy balance model for estimating surface energy fluxes in a rangeland ecosystem}, journal = {Journal of Hydrometeorology}, volume = {15}, number = {1}, pages = {143–158}, DOI = {10.1175/JHM-D-12-0153.1}, url = {https://doi.org/10.1175/JHM-D-12-0153.1}, year = {2014}, type = {Journal Article} } @article{12279, author = {Konrad Turlej, C. and Ozdogan, M. and Radeloff, V. C.}, title = {Mapping forest types over large areas with Landsat imagery partially affected by clouds and SLC gaps}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {107}, abstract = {The ecosystem services that forests provide depend on tree species composition. Therefore, it is important to map not only forest extent and its dynamics, but also composition. Open access to Landsat has resulted in considerable improvements in remote sensing methods for mapping tree species, but most approaches fail to perform when there is a shortage of clear observations. Our main goal was to map forest composition with Landsat imagery in various data availability conditions, and to investigate how the missing data, either due to clouds or scan line problems affect classification accuracy. We tested a data driven approach that is based on multi-temporal analysis of the tree species’ spectral characteristics making it applicable to regional-scale mapping even when the gap-free imagery is not available. Our study area consisted of one Landsat footprint (26/28) located in Northern Wisconsin, USA. We selected this area because of numerous tree species (23), heterogenic composition of forests where the majority of stands are mixed, and availability of high-quality reference data. We quantified how classification accuracy at the species level was affected by a) the amount of missing data due to cloud cover and Scanning Line Corrector (SLC) gaps, b) the number of acquisitions, and c) the seasonal availability of images. We applied a decision tree classifier, capable of handling missing data to both single- and a three-year Landsat-7 and Landsat-8 observations. We classified the dominant tree species in each pixel and grouped results to forest stands to match our reference data. Our results show four major findings. First, producer's and user's accuracies range from 46.2% to 96.2% and from 59.9% to 93.7%, respectively for the most abundant forest types in the study area (all types covering greater than 2% of the forest area). Second, all tree species were mapped with overall accuracy above 70% even in when we restricted our data set to images having gaps larger than 30% of the study area. Third, the classification accuracy improved with more acquisitions, especially when images were available for the fall, spring, and summer. Finally, producer's accuracies for pure-stands were higher than those for mixed stands by 10 to 30 percentage points. We conclude that inclusion of Landsat imagery with missing data allows to map forest types with accuracies that previously could be achieved only for those rare years for which several gap-free images were available. The approach presented here is directly applicable to Landsat-like observations and derived products such as seasonal composites and temporal statistics that miss 30% or more of the data for any single date to develop forest composition maps that are important for both forest management and ecology. © 2022 The Authors}, DOI = {10.1016/j.jag.2022.102689}, url = {https://doi.org/10.1016/j.jag.2022.102689}, year = {2022}, type = {Journal Article} } @article{2920, author = {Koren, I. and Oreopoulos, L. and Feingold, G. and Remer, L. A. and Altaratz, O.}, title = {How small is a small cloud?}, journal = {Atmospheric Chemistry and Physics}, volume = {8}, number = {14}, pages = {3855–3864}, DOI = {10.5194/acp-8-3855-2008}, url = {https://doi.org/10.5194/acp-8-3855-2008}, year = {2008}, type = {Journal Article} } @article{10836, author = {Korkin, S. and Lyapustin, A.}, title = {Matrix exponential in C/C++ version of vector radiative transfer code IPOL}, journal = {Journal of Quantitative Spectroscopy and Radiative Transfer}, volume = {227}, pages = {106–110}, DOI = {10.1016/j.jqsrt.2019.02.009}, url = {https://doi.org/10.1016/j.jqsrt.2019.02.009}, year = {2019}, type = {Journal Article} } @misc{11912, author = {Korkin, S. and Lyapustin, A.}, title = {Surface polarized reflectance analysis for aerosol remote sensing}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11152}, month = {11–12 September 2019}, note = {READY}, DOI = {10.1117/12.2531426}, url = {https://doi.org/10.1117/12.2531426}, year = {2019}, type = {Conference Paper} } @misc{6944, author = {Korkin, S. and Lyapustin, A.I. and Sinyuk, A. and Holben, B.}, title = {Accuracy of RT code SORD for realistic atmospheric profiles}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10001}, month = {28–29 September 2016}, note = {READY}, DOI = {10.1117/12.2241411}, url = {https://doi.org/10.1117/12.2241411}, year = {2016}, type = {Conference Paper} } @misc{6943, author = {Korkin, S. and Lyapustin, A.I. and Sinyuk, A. and Holben, B.}, title = {A new code SORD for simulation of polarized light scattering in the Earth atmosphere}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9853}, month = {18–19 April 2016}, note = {READY}, DOI = {10.1117/12.2223423}, url = {https://doi.org/10.1117/12.2223423}, year = {2016}, type = {Conference Paper} } @misc{6945, author = {Korkin, S. and Lyapustin, A.I. and Sinyuk, A. and Holben, B.}, title = {Performance of the dot product function in radiative transfer code SORD}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10007}, month = {26–29 September 2016}, note = {READY}, DOI = {10.1117/12.2240592}, url = {https://doi.org/10.1117/12.2240592}, year = {2016}, type = {Conference Paper} } @article{8298, author = {Korkin, S. and Lyapustin, A.I. and Sinyuk, A. and Holben, B. and Kokhanovsky, A.}, title = {Vector radiative transfer code SORD—Performance analysis and quick start guide}, journal = {Journal of Quantitative Spectroscopy and Radiative Transfer}, volume = {200}, pages = {295–310}, DOI = {10.1016/j.jqsrt.2017.04.035}, url = {https://doi.org/10.1016/j.jqsrt.2017.04.035}, year = {2017}, type = {Journal Article} } @article{12206, author = {Korkin, S. and Sayer, A. 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C.}, title = {Remote sensing field experiments evaluate retrieval algorithms and land-atmosphere modeling}, journal = {Eos}, volume = {84}, number = {45}, pages = {485–493}, DOI = {10.1029/2003EO450002}, url = {https://doi.org/10.1029/2003EO450002}, year = {2003}, type = {Journal Article} } @article{8164, author = {Kustas, W. P. and Moran, M. S. and Meyers, T. P.}, title = {The Bushland Evapotranspiration and Agricultural Remote Sensing Experiment 2008 (BEAREX08) Special Issue}, journal = {Advances in Water Resources}, volume = {50}, pages = {1–3}, DOI = {10.1016/j.advwatres.2012.11.006}, url = {https://doi.org/10.1016/j.advwatres.2012.11.006}, year = {2012}, type = {Journal Article} } @article{3623, author = {Kustas, W. P. and Nieto, H. and Morillas, L. and Anderson, M. C. and Alfieri, J. G. and Hipps, L. E. and Villagarcía, L. and Domingo, F. and Garcia, M.}, title = {Revisiting the paper “Using radiometric surface temperature for surface energy flux estimation in Mediterranean drylands from a two-source perspective”}, journal = {Remote Sensing of Environment}, volume = {184}, pages = {645–653}, DOI = {10.1016/j.rse.2016.07.024}, url = {https://doi.org/10.1016/j.rse.2016.07.024}, year = {2016}, type = {Journal Article} } @article{1167, author = {Kustas, W. P. and Norman, J. M. and Anderson, M. C. and French, A. N.}, title = {Estimating subpixel surface temperatures and energy fluxes from the vegetation index-radiometric temperature relationship}, journal = {Remote Sensing of Environment}, volume = {85}, number = {4}, pages = {429–440}, DOI = {10.1016/S0034-4257(03)00036-1}, url = {https://doi.org/10.1016/S0034-4257(03)00036-1}, year = {2003}, type = {Journal Article} } @article{11793, author = {Kwan, C. and Budavari, B. and Gao, F. and Zhu, X.}, title = {A hybrid color mapping approach to fusing MODIS and Landsat images for forward prediction}, journal = {Remote Sensing}, volume = {10}, number = {4}, DOI = {10.3390/rs10040520}, url = {https://doi.org/10.3390/rs10040520}, year = {2018}, type = {Journal Article} } @article{9073, author = {Kwan, C. and Zhu, X. and Gao, F. and Chou, B. and Perez, D. and Li, J. and Shen, Y. and Koperski, K. and Marchisio, G.}, title = {Assessment of spatiotemporal fusion algorithms for planet and worldview images}, journal = {Sensors}, volume = {18}, number = {4}, DOI = {10.3390/s18041051}, url = {https://doi.org/10.3390/s18041051}, year = {2018}, type = {Journal Article} } @article{8165, author = {la Cecilia, D. and Toffolon, M. and Woodcock, C. E. and Fagherazzi, S.}, title = {Interactions between river stage and wetland vegetation detected with a Seasonality Index derived from LANDSAT images in the Apalachicola delta, Florida}, journal = {Advances in Water Resources}, volume = {89}, pages = {10–23}, DOI = {10.1016/j.advwatres.2015.12.019}, url = {https://doi.org/10.1016/j.advwatres.2015.12.019}, year = {2016}, type = {Journal Article} } @article{8643, author = {Lachir, A. and Bounoua, L. and Zhang, P. and Thome, K.J. and Messouli, M.}, title = {Modeling the urban impact on semiarid surface climate—A case study in Marrakech, Morocco}, journal = {Canadian Journal of Remote Sensing}, volume = {42}, number = {4}, pages = {379–395}, DOI = {10.1080/07038992.2016.1194746}, url = {https://doi.org/10.1080/07038992.2016.1194746}, year = {2016}, type = {Journal Article} } @book{3274, author = {Lakshmi, V. and Alsdorf, D. and Anderson, M.C. and Biancamaria, S. and Cosh, M. and Entin, J. and Huffman, G. and Kustas, W. and Van Oevelen, P. and Painter, T. and Parajka, J. and Rodell, M. and Rüdiger, C.}, title = {Remote sensing of the terrestrial water cycle}, publisher = {AGU and John Wiley & Sons}, place published = {Washington, D.C.}, extent of work = {556}, DOI = {10.1002/9781118872086}, url = {https://doi.org/10.1002/9781118872086}, year = {2014}, type = {Book} } @misc{7674, author = {LaMarr, J. H. and Thome, K. J. and Spyak, P. R.}, title = {Verification and characterization of an autotracking solar radiometer}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3117}, pages = {262–268}, month = {27 July–1 August 1997}, note = {READY}, DOI = {10.1117/12.283812}, url = {https://doi.org/10.1117/12.283812}, year = {1997}, type = {Conference Paper} } @article{12418, author = {Lamb, B. T. and Dennison, P. E. and Hively, W. D. and Kokaly, R. F. and Serbin, G. and Wu, Z. and Dabney, P. W. and Masek, J. G. and Campbell, M. and Daughtry, C. S. T.}, title = {Optimizing Landsat next shortwave infrared bands for crop residue characterization}, journal = {Remote Sensing}, volume = {14}, number = {23}, abstract = {This study focused on optimizing the placement of shortwave infrared (SWIR) bands for pixel-level estimation of fractional crop residue cover (fR) for the upcoming Landsat Next mission. We applied an iterative wavelength shift approach to a database of crop residue field spectra collected in Beltsville, Maryland, USA (n = 916) and computed generalized two- and three-band spectral indices for all wavelength combinations between 2000 and 2350 nm, then used these indices to model field-measured fR. A subset of the full dataset with a Normalized Difference Vegetation Index (NDVI) < 0.3 threshold (n = 643) was generated to evaluate green vegetation impacts on fR estimation. For the two-band wavelength shift analyses applied to the NDVI < 0.3 dataset, a generalized normalized difference using 2226 nm and 2263 nm bands produced the top fR estimation performance (R2 = 0.8222; RMSE = 0.1296). These findings were similar to the established two-band Shortwave Infrared Normalized Difference Residue Index (SINDRI) (R2 = 0.8145; RMSE = 0.1324). Performance of the two-band generalized normalized difference and SINDRI decreased for the full-NDVI dataset (R2 = 0.5865 and 0.4144, respectively). For the three-band wavelength shift analyses applied to the NDVI < 0.3 dataset, a generalized ratio-based index with a 2031–2085–2216 nm band combination, closely matching established Cellulose Absorption Index (CAI) bands, was top performing (R2 = 0.8397; RMSE = 0.1231). Three-band indices with CAI-type wavelengths maintained top fR estimation performance for the full-NDVI dataset with a 2036–2111–2217 nm band combination (R2 = 0.7581; RMSE = 0.1548). The 2036–2111–2217 nm band combination was also top performing in fR estimation (R2 = 0.8690; RMSE = 0.0970) for an additional analysis assessing combined green vegetation cover and surface moisture effects. Our results indicate that a three-band configuration with band centers and wavelength tolerances of 2036 nm (±5 nm), 2097 nm (±14 nm), and 2214 (±11 nm) would optimize Landsat Next SWIR bands for fR estimation. © 2022 by the authors.}, DOI = {10.3390/rs14236128}, url = {https://doi.org/10.3390/rs14236128}, year = {2022}, type = {Journal Article} } @article{11122, author = {Lamquin, N. and Woolliams, E. and Bruniquel, V. and Gascon, F. and Gorroño, J. and Govaerts, Y. and Leroy, V. and Lonjou, V. and Alhammoud, B. and Barsi, J. A. and Czapla-Myers, J. S. and McCorkel, J. and Helder, D. and Lafrance, B. and Clerc, S. and Holben, B. N.}, title = {An inter-comparison exercise of Sentinel-2 radiometric validations assessed by independent expert groups}, journal = {Remote Sensing of Environment}, volume = {233}, DOI = {10.1016/j.rse.2019.111369}, url = {https://doi.org/10.1016/j.rse.2019.111369}, year = {2019}, type = {Journal Article} } @article{741, author = {Lang, M. W. and McCarty, G. W. and Anderson, M. C.}, title = {Wetland hydrology at a watershed scale—Dynamic information for adaptive management}, journal = {Journal of Soil and Water Conservation}, volume = {63}, number = {2}, DOI = {10.2489/jswc.63.2.49A}, url = {https://doi.org/10.2489/jswc.63.2.49A}, year = {2008}, type = {Journal Article} } @misc{846, author = {Langford, J. and Niemann, O. and Frazer, G. W. and Wulder, M. A. and Nelson, T.}, title = {Exploring small footprint lidar intensity data in a forested environment}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2416–2419}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.626}, url = {https://doi.org/10.1109/IGARSS.2006.626}, year = {2006}, type = {Conference Paper} } @article{905, author = {Langford, W. T. and Gergel, S. E. and Dietterich, T. G. and Cohen, W.B.}, title = {Map misclassification can cause large errors in landscape pattern indices—Examples from habitat fragmentation}, journal = {Ecosystems}, volume = {9}, number = {3}, pages = {474–488}, DOI = {10.1007/s10021-005-0119-1}, url = {https://doi.org/10.1007/s10021-005-0119-1}, year = {2006}, type = {Journal Article} } @article{393, author = {Langley, K. and Kohler, J. and Matsuoka, K. and Sinisalo, A. and Scambos, T.A. and Neumann, T. and Muto, A. and Winther, J. G. and Albert, M.}, title = {Recovery Lakes, East Antarctica—Radar assessment of sub-glacial water extent}, journal = {Geophysical Research Letters}, volume = {38}, number = {5}, DOI = {10.1029/2010GL046094}, url = {https://doi.org/10.1029/2010GL046094}, year = {2011}, type = {Journal Article} } @article{3214, author = {Langley, K. and Tinto, K. and Block, A. and Bell, R. and Kohler, J. and Scambos, T.A.}, title = {Onset of fast ice flow in recovery ice stream, east Antarctica—A comparison of potential causes}, journal = {Journal of Glaciology}, volume = {60}, number = {223}, pages = {1007–1014}, DOI = {10.3189/2014JoG14J067}, url = {https://doi.org/10.3189/2014JoG14J067}, year = {2014}, type = {Journal Article} } @misc{6897, author = {Langner, A. and Achard, F. and Vancutsem, C. and Pekel, J. F. and Simonetti, D.}, title = {Harmonization of pan-tropical biomass maps using an R2-weighted data fusion approach - A case study for the Amazon biome}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2056–2059}, month = {26–31 July 2015}, note = {READY}, DOI = {10.1109/IGARSS.2015.7326205}, url = {https://doi.org/10.1109/IGARSS.2015.7326205}, year = {2015}, type = {Conference Paper} } @article{9022, author = {Langner, A. and Achard, F. and Vancutsem, C. and Pekel, J. F. and Simonetti, D. and Grassi, G. and Kitayama, K. and Nakayama, M.}, title = {Assessment of above-ground biomass of Borneo forests through a new data-fusion approach combining two pan-tropical biomass maps}, journal = {Land}, volume = {4}, number = {3}, pages = {656–669}, DOI = {10.3390/land4030656}, url = {https://doi.org/10.3390/land4030656}, year = {2015}, type = {Journal Article} } @article{8058, author = {Laosuwan, T. and Uttaruk, P. and Klinhom, U. and Bntthep, C. and Samek, J.H. and Skole, D.L.L.}, title = {The development of web-based GIS application for agroforestry carbon sequestration offset project in Thailand}, journal = {International Journal of Geoinformatics}, volume = {7}, number = {2}, pages = {41–47}, DOI = {http://kiyo.info.gscc.osaka-cu.ac.jp/IJG/article/view/540}, url = {http://kiyo.info.gscc.osaka-cu.ac.jp/IJG/article/view/540}, year = {2011}, type = {Journal Article} } @article{10548, author = {Laporte, N. T. and Goetz, S. J. and Justice, C. O. and Heinicke, M.}, title = {A new land cover map of central africa derived from multi-resolution, multi-temporal avhrr data}, journal = {International Journal of Remote Sensing}, volume = {19}, number = {18}, pages = {3537–3550}, DOI = {10.1080/014311698213803}, url = {https://doi.org/10.1080/014311698213803}, year = {1998}, type = {Journal Article} } @article{8423, author = {Laraby, K. G. and Schott, J. R.}, title = {Uncertainty estimation method and Landsat 7 global validation for the Landsat surface temperature product}, journal = {Remote Sensing of Environment}, volume = {216}, pages = {472–481}, DOI = {10.1016/j.rse.2018.06.026}, url = {https://doi.org/10.1016/j.rse.2018.06.026}, year = {2018}, type = {Journal Article} } @misc{3549, author = {Laraby, K. G. and Schott, J. R. and Raqueno, N.}, title = {Developing a confidence metric for the Landsat land surface temperature product}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9840}, month = {18–21 April 2016}, note = {READY}, DOI = {10.1117/12.2222582}, url = {https://doi.org/10.1117/12.2222582}, year = {2016}, type = {Conference Paper} } @article{8279, author = {Lark, T. J. and Mueller, R. M. and Johnson, D. M. and Gibbs, H. K.}, title = {Measuring land-use and land-cover change using the U.S. department of agriculture's cropland data layer—Cautions and recommendations}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {62}, pages = {224–235}, DOI = {10.1016/j.jag.2017.06.007}, url = {https://doi.org/10.1016/j.jag.2017.06.007}, year = {2017}, type = {Journal Article} } @article{2377, author = {Larkin, C. C. and Kwit, C. and Wunderle, J. M. and Helmer, E. H. and Stevens, M. H. H. and Roberts, M. T. K. and Ewert, D. N.}, title = {Disturbance type and plant successional communities in Bahamian dry forests}, journal = {Biotropica}, volume = {44}, number = {1}, pages = {10–18}, DOI = {10.1111/j.1744-7429.2011.00771.x}, url = {https://doi.org/10.1111/j.1744-7429.2011.00771.x}, year = {2012}, type = {Journal Article} } @article{8740, author = {Lasko, K. and Vadrevu, K. P. and Tran, V. T. and Ellicott, E. and Nguyen, T. T. N. and Bui, H. Q. and Justice, C.O.}, title = {Satellites may underestimate rice residue and associated burning emissions in Vietnam}, journal = {Environmental Research Letters}, volume = {12}, number = {8}, DOI = {10.1088/1748-9326/aa751d}, url = {https://doi.org/10.1088/1748-9326/aa751d}, year = {2017}, type = {Journal Article} } @article{8785, author = {Lasko, K. and Vadrevu, K. P. and Tran, V. T. and Justice, C.O.}, title = {Mapping double and single crop paddy rice with Sentinel-1A at varying spatial scales and polarizations in Hanoi, Vietnam}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {11}, number = {2}, pages = {498–512}, DOI = {10.1109/JSTARS.2017.2784784}, url = {https://doi.org/10.1109/JSTARS.2017.2784784}, year = {2018}, type = {Journal Article} } @misc{359, author = {Latorre Carmona, P. and Alonso, L. and Pla, F. and Moreno, J. E. and Schaaf, C.B.}, title = {Affine illumination compensation on hyperspectral/multiangular remote sensing images}, publisher = {Springer}, volume = {Proceedings, Part II}, pages = {360–369}, month = {22–24 June 2011}, note = {READY}, DOI = {10.1007/978-3-642-21596-4_36}, url = {http://dx.doi.org/10.1007/978-3-642-21596-4_36}, year = {2011}, type = {Conference Paper} } @misc{11043, author = {Lau, I. C. and Ong, C. C. H. and Thome, K. J. and Mueller, A. and Heiden, U. and Czapla-Myers, J. and Biggar, S. and Anderson, N. and McGonigle, L. and Thomas, W. and Barrientos, C. and Itoh, Y. and Wenny, B.}, title = {Intercomparison of field methods for acquiring ground reflectance at Railroad Valley playa for spectral calibration of satellite data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {186–188}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8519109}, url = {https://doi.org/10.1109/IGARSS.2018.8519109}, year = {2018}, type = {Conference Paper} } @article{301, author = {Lauf, S. and Haase, D. and Hostert, P. and Lakes, T. and Kleinschmit, B.}, title = {Uncovering land-use dynamics driven by human decision-making—A combined model approach using cellular automata and system dynamics}, journal = {Environmental Modelling and Software}, volume = {27-28}, pages = {71–82}, DOI = {10.1016/j.envsoft.2011.09.005}, url = {https://doi.org/10.1016/j.envsoft.2011.09.005}, year = {2012}, type = {Journal Article} } @misc{4527, author = {Laurent, M. and Thome, K.J. and Cattrall, C.}, title = {MODTRAN-based retrieval of column water vapor from solar transmittance}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5546}, pages = {115–125}, month = {2–4 August 2004}, note = {READY}, DOI = {10.1117/12.559958}, url = {https://doi.org/10.1117/12.559958}, year = {2004}, type = {Conference Paper} } @article{3278, author = {Lavoie, C. and Domack, E. W. and Pettit, E. C. and Scambos, T. A. and Larter, R. D. and Schenke, H. W. and Yoo, K. C. and Gutt, J. and Wellner, J. and Canals, M. and Anderson, J. B. and Amblas, D.}, title = {Configuration of the Northern Antarctic Peninsula Ice Sheet at LGM based on a new synthesis of seabed imagery}, journal = {Cryosphere}, volume = {9}, number = {2}, pages = {613–629}, DOI = {10.5194/tc-9-613-2015}, url = {https://doi.org/10.5194/tc-9-613-2015}, year = {2015}, type = {Journal Article} } @inbook{3101, author = {Law, B. E. and Turner, D. and Campbell, J. and Lefsky, M. and Guzy, M. and Sun, O. and Van Tuyl, S. and Cohen, W.B.B.}, title = {Carbon fluxes across regions—Observational constraints at multiple scales}, booktitle = {Scaling and uncertainty analysis in ecology—Methods and applications}, editor = {Wu, J. and Jones, K.B. and Li, H. and Loucks, O.L.}, connective phrase = {Carbon fluxes across regions—Observational constraints at multiple scales}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, chapter = {chap. 9}, pages = {167–190}, DOI = {10.1007/1-4020-4663-4_9}, url = {https://doi.org/10.1007/1-4020-4663-4_9}, year = {2006}, type = {Book Section} } @article{1074, author = {Law, B. E. and Turner, D. and Campbell, J. and Sun, O. J. and Van Tuyl, S. and Ritts, W. D. and Cohen, W. B.}, title = {Disturbance and climate effects on carbon stocks and fluxes across Western Oregon USA}, journal = {Global Change Biology}, volume = {10}, number = {9}, pages = {1429–1444}, DOI = {10.1111/j.1365-2486.2004.00822.x}, url = {https://doi.org/10.1111/j.1365-2486.2004.00822.x}, year = {2004}, type = {Journal Article} } @article{8622, author = {Lawler, J. J. and Lewis, D. J. and Nelson, E. and Plantinga, A. J. and Polasky, S. and Withey, J. C. and Helmers, D. P. and Martinuzzi, S. and Penningtonh, D. and Radeloff, V. C.}, title = {Projected land-use change impacts on ecosystem services in the United States}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {111}, number = {20}, pages = {7492–7497}, DOI = {10.1073/pnas.1405557111}, url = {https://doi.org/10.1073/pnas.1405557111}, year = {2014}, type = {Journal Article} } @article{1077, author = {Lawler, J. J. and O'Connor, R. J. and Hunsaker, C. T. and Jones, K. B. and Loveland, T. R. and White, D.}, title = {The effects of habitat resolution on models of avian diversity and distributions—A comparison of two land-cover classifications}, journal = {Landscape Ecology}, volume = {19}, number = {5}, pages = {517–532}, DOI = {10.1023/B:LAND.0000036151.28327.01}, url = {https://doi.org/10.1023/B:LAND.0000036151.28327.01}, year = {2004}, type = {Journal Article} } @article{739, author = {Lazzara, M. A. and Jezek, K. C. and Scambos, T. A. and MacAyeal, D. R. and Van Der Veen, C. J.}, title = {On the recent calving of icebergs from the Ross ice shelf}, journal = {Polar Geography}, volume = {31}, number = {1-2}, pages = {15–26}, DOI = {10.1080/10889370802175937}, url = {https://doi.org/10.1080/10889370802175937}, year = {2008}, type = {Journal Article} } @article{8226, author = {Le, C. and Hu, C. and English, D. and Cannizzaro, J. and Chen, Z. and Kovach, C. and Anastasiou, C. J. and Zhao, J. and Carder, K. L.}, title = {Inherent and apparent optical properties of the complex estuarine waters of Tampa Bay—What controls light?}, journal = {Estuarine, Coastal and Shelf Science}, volume = {117}, pages = {54–69}, DOI = {10.1016/j.ecss.2012.09.017}, url = {https://doi.org/10.1016/j.ecss.2012.09.017}, year = {2013}, type = {Journal Article} } @misc{2123, author = {Le Moigne, J. and Netanyahu, N. S. and Masek, J. G. and Mount, D. M. and Goward, S. N.}, title = {Robust matching of wavelet features for sub-pixel registration of Landsat data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {706–708}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976609}, url = {https://doi.org/10.1109/IGARSS.2001.976609}, year = {2001}, type = {Conference Paper} } @misc{2131, author = {Le Moigne, Jacqueline and Netanyahu, Nathan S. and Masek, Jeffrey G. and Mount, David M. and Goward, Samuel N. and Honzak, Miroslav}, title = {Geo-registration of Landsat data by robust matching of wavelet features}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1610–1612}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.857287}, url = {https://doi.org/10.1109/IGARSS.2000.857287}, year = {2000}, type = {Conference Paper} } @article{8231, author = {Le, T. H. and Thanh Nguyen, T. N. and Lasko, K. and Ilavajhala, S. and Vadrevu, K. P. and Justice, C.O.}, title = {Vegetation fires and air pollution in Vietnam}, journal = {Environmental Pollution}, volume = {195}, pages = {267–275}, DOI = {10.1016/j.envpol.2014.07.023}, url = {https://doi.org/10.1016/j.envpol.2014.07.023}, year = {2014}, type = {Journal Article} } @article{12365, author = {Lebsock, M. and Takahashi, H. and Roy, R. and Kurowski, M. J. and Oreopoulos, L.}, title = {Understanding errors in cloud liquid water path retrievals derived from CloudSat path-integrated attenuation}, journal = {Journal of Applied Meteorology and Climatology}, volume = {61}, number = {8}, pages = {955–967}, abstract = {An algorithm that derives the nonprecipitating cloud liquid water path Wcld from CloudSat using a surface reference technique (SRT) is presented. The uncertainty characteristics of the SRT are evaluated. It is demonstrated that an accurate analytical formulation for the pixel-scale precision can be derived. The average precision of the SRT is esti-mated to be 34 g m22 at the individual pixel scale; however, precision systematically decreases from around 30 to 40 g m22 as cloud fraction varies from 0% to 100%. The retrievals of clear-sky Wcld have a mean bias of 0.9 g m22. Output from a large-eddy simulation coupled to a radar simulator shows that an additional bias of 28% may result from nonuniformity within the footprint of cloudy pixels. The retrieval yield for the SRT, measured relative to all warm clouds over ocean between 608N and 608S latitude is 43%. The SRT Wcld is compared with one estimate of Wcld from the Moderate Resolution Imaging Spectroradiometer (MODIS) using an adiabatic cloud profile and an effective radius derived from 3.7-mm reflectance. A strong correlation between the mean MODIS Wcld and SRT Wcld is found across diverse cloud regimes, but with biases in the mean Wcld that are cloud-regime dependent. Overall, the mean bias of the SRT relative to MODIS is 213.1 g m22. Systematic underestimates of Wcld by the SRT resulting from nonuniform beamfilling cannot be ruled out as an explanation for the retrieval bias. © 2022 American Meteorological Society.}, DOI = {10.1175/JAMC-D-21-0235.1}, url = {https://doi.org/10.1175/JAMC-D-21-0235.1}, year = {2022}, type = {Journal Article} } @article{10621, author = {Leckie, D. G. and Gillis, M. D. and Wulder, M. A.}, title = {Deforestation estimation for canada under the kyoto protocol—A design study}, journal = {Canadian Journal of Remote Sensing}, volume = {28}, number = {5}, pages = {672–678}, DOI = {10.5589/m02-062}, url = {https://doi.org/10.5589/m02-062}, year = {2002}, type = {Journal Article} } @misc{10112, author = {Leckie, D. G. and Walsworth, N. and Dechka, J. and Wulder, M.A.}, title = {An investigation of two date unsupervised classification in the context of a national program for Landsat based forest change mapping}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1307–1311}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1026099}, url = {https://doi.org/10.1109/IGARSS.2002.1026099}, year = {2002}, type = {Conference Paper} } @article{8783, author = {LeCompte, M. and Bindschadler, R.A. and Hayden, L. B. and Jefferson, M. and Bridgers, Y. S. and Lawrence, R. and Bevins, J. and Brownlow, J. and Evans, R. and Hawk, K. and Koch, G.}, title = {Reduction and loss of an ice shelf in elizabeth city state university bay, antarctica—1972-2003}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {6}, number = {3}, pages = {1509–1515}, DOI = {10.1109/JSTARS.2013.2258325}, url = {https://doi.org/10.1109/JSTARS.2013.2258325}, year = {2013}, type = {Journal Article} } @article{3756, author = {LeDoux, C. M. and Hulbe, C. L. and Forbes, M. P. and Scambos, T. A. and Alley, K.}, title = {Structural provinces of the Ross Ice Shelf, Antarctica}, journal = {Annals of Glaciology}, volume = {58}, number = {75, pt. 1}, pages = {88–998}, DOI = {10.1017/aog.2017.24}, url = {https://doi.org/10.1017/aog.2017.24}, year = {2017}, type = {Journal Article} } @article{1087, author = {LeDrew, E. F. and Holden, H. and Wulder, M. A. and Derksen, C. and Newman, C.}, title = {A spatial statistical operator applied to multidate satellite imagery for identification of coral reef stress}, journal = {Remote Sensing of Environment}, volume = {91}, number = {3–4}, pages = {271–279}, DOI = {10.1016/j.rse.2003.10.007}, url = {https://doi.org/10.1016/j.rse.2003.10.007}, year = {2004}, type = {Journal Article} } @misc{10176, author = {LeDrew, Ellsworth F. and Wulder, M.A. and Holden, Heather}, title = {Change detection of satellite imagery for reconnaissance of stressed tropical corals}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2678–2680}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.859679}, url = {https://doi.org/10.1109/IGARSS.2000.859679}, year = {2000}, type = {Conference Paper} } @article{198, author = {Lee, C. K. and Seo, K. W. and Han, S. C. and Yu, J. and Scambos, T. A.}, title = {Ice velocity mapping of Ross Ice Shelf, Antarctica by matching surface undulations measured by ICESat laser altimetry}, journal = {Remote Sensing of Environment}, volume = {124}, pages = {251–258}, DOI = {10.1016/j.rse.2012.05.017}, url = {https://doi.org/10.1016/j.rse.2012.05.017}, year = {2012}, type = {Journal Article} } @article{11894, author = {Lee, D. and Oreopoulos, L. and Cho, N.}, title = {An evaluation of clouds and radiation in a large-scale atmospheric model using a cloud vertical structure classification}, journal = {Geoscientific Model Development}, volume = {13}, number = {2}, pages = {673–684}, DOI = {10.5194/gmd-13-673-2020}, url = {https://doi.org/10.5194/gmd-13-673-2020}, year = {2020}, type = {Journal Article} } @article{2901, author = {Lee, D. and Oreopoulos, L. and Huffman, G. J. and Rossow, W. B. and Kang, I. S.}, title = {The precipitation characteristics of isccp tropical weather states}, journal = {Journal of Climate}, volume = {26}, number = {3}, pages = {772–788}, DOI = {10.1175/JCLI-D-11-00718.1}, url = {https://doi.org/10.1175/JCLI-D-11-00718.1}, year = {2013}, type = {Journal Article} } @article{9088, author = {Lee, D. and Sud, Y. C. and Oreopoulos, L. and Kim, K. M. and Lau, W. K. and Kang, I. S.}, title = {Modeling the influences of aerosols on pre-monsoon circulation and rainfall over Southeast Asia}, journal = {Atmospheric Chemistry and Physics}, volume = {14}, number = {13}, pages = {6853–6866}, DOI = {10.5194/acp-14-6853-2014}, url = {https://doi.org/10.5194/acp-14-6853-2014}, year = {2014}, type = {Journal Article} } @article{493, author = {Lee, H. and Durand, M. and Jung, H. C. and Alsdorf, D. and Shum, C. K. and Sheng, Y.}, title = {Characterization of surface water storage changes in Arctic lakes using simulated SWOT measurements}, journal = {International Journal of Remote Sensing}, volume = {31}, number = {14}, pages = {3931–3953}, DOI = {10.1080/01431161.2010.483494}, url = {https://doi.org/10.1080/01431161.2010.483494}, year = {2010}, type = {Journal Article} } @article{8280, author = {Lee, J. N. and Cahalan, R. F. and Wu, D. L.}, title = {The 27-day rotational variations in total solar irradiance observations—From SORCE/TIM, ACRIMSAT/ACRIM III, and SOHO/VIRGO}, journal = {Journal of Atmospheric and Solar-Terrestrial Physics}, volume = {132}, pages = {64–73}, DOI = {10.1016/j.jastp.2015.07.001}, url = {https://doi.org/10.1016/j.jastp.2015.07.001}, year = {2015}, type = {Journal Article} } @article{8594, author = {Lee, J. N. and Cahalan, R. F. and Wu, D. L.}, title = {Solar rotational modulations of spectral irradiance and correlations with the variability of total solar irradiance}, journal = {Journal of Space Weather and Space Climate}, volume = {6}, DOI = {10.1051/swsc/2016028}, url = {https://doi.org/10.1051/swsc/2016028}, year = {2016}, type = {Journal Article} } @article{1088, author = {Lee, K. S. and Cohen, W. B. and Kennedy, R. E. and Maiersperger, T. K. and Gower, S. T.}, title = {Hyperspectral versus multispectral data for estimating leaf area index in four different biomes}, journal = {Remote Sensing of Environment}, volume = {91}, number = {3–4}, pages = {508–520}, DOI = {10.1016/j.rse.2004.04.010}, url = {https://doi.org/10.1016/j.rse.2004.04.010}, year = {2004}, type = {Journal Article} } @article{8575, author = {Lee, M. and Kloog, I. and Chudnovsky, A. and Lyapustin, A.I. and Wang, Y. and Melly, S. and Coull, B. and Koutrakis, P. and Schwartz, J.}, title = {Spatiotemporal prediction of fine particulate matter using high-resolution satellite images in the Southeastern US 2003-2011}, journal = {Journal of Exposure Science and Environmental Epidemiology}, volume = {26}, number = {4}, pages = {377–384}, DOI = {10.1038/jes.2015.41}, url = {https://doi.org/10.1038/jes.2015.41}, year = {2016}, type = {Journal Article} } @article{11679, author = {Lee, S. and McCarty, G. W. and Moglen, G. E. and Lang, M. W. and Nathan Jones, C. and Palmer, M. and Yeo, I. Y. and Anderson, M. and Sadeghi, A. M. and Rabenhorst, M. C.}, title = {Seasonal drivers of geographically isolated wetland hydrology in a low-gradient, Coastal Plain landscape}, journal = {Journal of Hydrology}, volume = {583}, DOI = {10.1016/j.jhydrol.2020.124608}, url = {https://doi.org/10.1016/j.jhydrol.2020.124608}, year = {2020}, type = {Journal Article} } @article{12106, author = {Lee, S. and Qi, J. and Kim, H. and McCarty, G. W. and Moglen, G. E. and Anderson, M. and Zhang, X. and Du, L.}, title = {Utility of remotely sensed evapotranspiration products to assess an improved model structure}, journal = {Sustainability}, volume = {13}, number = {4}, DOI = {10.3390/su13042375}, url = {https://doi.org/10.3390/su13042375}, year = {2021}, type = {Journal Article} } @misc{5068, author = {Lee, Z. and Arnone, R. and Carder, K.L. and He, M.}, title = {Determination of primary bands for global ocean-color remote sensing}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6680}, month = {26–27 August 2007}, note = {READY}, DOI = {10.1117/12.731940}, url = {https://doi.org/10.1117/12.731940}, year = {2007}, type = {Conference Paper} } @article{8941, author = {Lee, Z. and Carder, K. L.}, title = {Band-ratio or spectral-curvature algorithms for satellite remote sensing?}, journal = {Applied Optics}, volume = {39}, number = {24}, pages = {4377–4380}, DOI = {10.1364/AO.39.004377}, url = {https://doi.org/10.1364/AO.39.004377}, year = {2000}, type = {Journal Article} } @misc{3958, author = {Lee, Z. and Carder, K. L.}, title = {Hyperspectral remote sensing of shallow water environments—A review}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4154}, pages = {83–94}, month = {9–11 October 2000}, note = {READY}, DOI = {10.1117/12.411661}, url = {https://doi.org/10.1117/12.411661}, year = {2001}, type = {Conference Paper} } @article{8945, author = {Lee, Z. and Carder, K. L.}, title = {Effect of spectral band numbers on the retrieval of water column and bottom properties from ocean color data}, journal = {Applied Optics}, volume = {41}, number = {12}, pages = {2191–2201}, DOI = {10.1364/AO.41.002191}, url = {https://doi.org/10.1364/AO.41.002191}, year = {2002}, type = {Journal Article} } @article{8324, author = {Lee, Z. and Carder, K. L.}, title = {Absorption spectrum of phytoplankton pigments derived from hyperspectral remote-sensing reflectance}, journal = {Remote Sensing of Environment}, volume = {89}, number = {3}, pages = {361–368}, DOI = {10.1016/j.rse.2003.10.013}, url = {https://doi.org/10.1016/j.rse.2003.10.013}, year = {2004}, type = {Journal Article} } @inbook{4567, author = {Lee, Z. and Carder, K. L.}, title = {Hyperspectral remote sensing}, booktitle = {Remote sensing of coastal aquatic environments}, editor = {Miller, R.L. and Del Castillo, C.E. and Mckee, B.A.}, connective phrase = {Hyperspectral remote sensing}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, chapter = {chap. 8}, pages = {181–204}, DOI = {10.1007/978-1-4020-3100-7_8}, url = {https://doi.org/10.1007/978-1-4020-3100-7_8}, year = {2005}, type = {Book Section} } @article{9070, author = {Lee, Z. and Carder, K.L. and Arnone, R. and He, M.}, title = {Determination of primary spectral bands for remote sensing of aquatic environments}, journal = {Sensors}, volume = {7}, number = {12}, pages = {3428–3441}, DOI = {10.3390/s7123428}, url = {https://doi.org/10.3390/s7123428}, year = {2007}, type = {Journal Article} } @article{8519, author = {Lee, Z. and Carder, K. L. and Chen, R. F. and Peacock, T. G.}, title = {Properties of the water column and bottom derived from Airborne Visible Infrared Imaging Spectrometer (AVIRIS) data}, journal = {Journal of Geophysical Research Oceans}, volume = {106}, number = {C6}, pages = {11639–11651}, DOI = {10.1029/2000jc000554}, url = {https://doi.org/10.1029/2000jc000554}, year = {2001}, type = {Journal Article} } @article{8952, author = {Lee, Z. and Carder, K. L. and Du, K.}, title = {Effects of molecular and particle scatterings on the model parameter for remote-sensing reflectance}, journal = {Applied Optics}, volume = {43}, number = {25}, pages = {4957–4964}, DOI = {10.1364/AO.43.004957}, url = {https://doi.org/10.1364/AO.43.004957}, year = {2004}, type = {Journal Article} } @article{8937, author = {Lee, Z. and Carder, K. L. and Mobley, C. D. and Steward, R. G. and Patch, J. S.}, title = {Hyperspectral remote sensing for shallow waters. I. A semianalytical model}, journal = {Applied Optics}, volume = {37}, number = {27}, pages = {6329–6338}, DOI = {10.1364/AO.37.006329}, url = {https://doi.org/10.1364/AO.37.006329}, year = {1998}, type = {Journal Article} } @article{8938, author = {Lee, Z. and Carder, K. L. and Mobley, C. D. and Steward, R. G. and Patch, J. S.}, title = {Hyperspectral remote sensing for shallow waters. II. Deriving bottom depths and water properties by optimization}, journal = {Applied Optics}, volume = {38}, number = {18}, pages = {3831–3843}, DOI = {10.1364/AO.38.003831}, url = {https://doi.org/10.1364/AO.38.003831}, year = {1999}, type = {Journal Article} } @misc{4318, author = {Lee, Z. and Carder, K. L. and Patch, J. and Barnard, A. and Otis, D. and Trees, C. C.}, title = {Water properties derived from water color versus measured from water sample—Application of a new color-inversion algorithm}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4892}, pages = {143–152}, month = {24–26 October 2002}, note = {READY}, DOI = {10.1117/12.466048}, url = {https://doi.org/10.1117/12.466048}, year = {2003}, type = {Conference Paper} } @misc{7663, author = {Lee, Z. and Carder, K. L. and Peacock, T. G. and Steward, R. G.}, title = {Remote sensing reflectance measured with and without a vertical polarizer}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 2963}, pages = {483–488}, month = {22–25 October 1996}, note = {READY}, DOI = {10.1117/12.266489}, url = {https://doi.org/10.1117/12.266489}, year = {1997}, type = {Conference Paper} } @misc{7680, author = {Lee, Z. and Carder, K. L. and Steward, R. G. and Peacock, T. G. and Davis, C. O. and Mueller, J. L.}, title = {Remote sensing reflectance and inherent optical properties of oceanic waters derived from above-water measurements}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 2963}, pages = {160–166}, month = {22–25 October 1996}, note = {READY}, DOI = {10.1117/12.266436}, url = {https://doi.org/10.1117/12.266436}, year = {1997}, type = {Conference Paper} } @article{8958, author = {Lee, Z. and Pahlevan, N. and Ahn, Y. H. and Greb, S. and O'Donnell, D.}, title = {Robust approach to directly measuring water-leaving radiance in the field}, journal = {Applied Optics}, volume = {52}, number = {8}, pages = {1693–1701}, DOI = {10.1364/AO.52.001693}, url = {https://doi.org/10.1364/AO.52.001693}, year = {2013}, type = {Journal Article} } @article{8949, author = {Lee, Z. P. and Carder, K. L. and Arnone, R. A.}, title = {Deriving inherent optical properties from water color—A multiband quasi-analytical algorithm for optically deep waters}, journal = {Applied Optics}, volume = {41}, number = {27}, pages = {5755–5772}, DOI = {10.1364/AO.41.005755}, url = {https://doi.org/10.1364/AO.41.005755}, year = {2002}, type = {Journal Article} } @article{8934, author = {Lee, Z. P. and Carder, K. L. and Marra, J. and Steward, R. G. and Perry, M. J.}, title = {Estimating primary production at depth from remote sensing}, journal = {Applied Optics}, volume = {35}, number = {3}, pages = {463–474}, DOI = {10.1364/AO.35.000463}, url = {https://doi.org/10.1364/AO.35.000463}, year = {1996}, type = {Journal Article} } @article{8933, author = {Lee, Z. P. and Carder, K. L. and Peacock, T. G. and Davis, C. O. and Mueller, J. L.}, title = {Method to derive ocean absorption coefficients from remote-sensing reflectance}, journal = {Applied Optics}, volume = {35}, number = {3}, pages = {453–462}, DOI = {10.1364/AO.35.000453}, url = {https://doi.org/10.1364/AO.35.000453}, year = {1996}, type = {Journal Article} } @article{8509, author = {Lee, Z. P. and Carder, K. L. and Steward, R. G. and Peacock, T. G. and Davis, C. O. and Patch, J. S.}, title = {An empirical algorithm for light absorption by ocean water based on color}, journal = {Journal of Geophysical Research Oceans}, volume = {103}, number = {C12}, pages = {22967–22978}, DOI = {10.1029/98JC01946}, url = {https://doi.org/10.1029/98JC01946}, year = {1998}, type = {Journal Article} } @article{8533, author = {Lee, Z. P. and Darecki, M. and Carder, K. L. and Davis, C. O. and Stramski, D. and Rhea, W. J.}, title = {Diffuse attenuation coefficient of downwelling irradiance—An evaluation of remote sensing methods}, journal = {Journal of Geophysical Research Oceans}, volume = {110}, number = {2}, pages = {1–9}, DOI = {10.1029/2004JC002573}, url = {https://doi.org/10.1029/2004JC002573}, year = {2005}, type = {Journal Article} } @article{8159, author = {Lee, Z. P. and Jiang, M. and Davis, C. and Pahlevan, N. and Ahn, Y. H. and Ma, R.}, title = {Impact of multiple satellite ocean color samplings in a day on assessing phytoplankton dynamics}, journal = {Ocean Science Journal}, volume = {47}, number = {3}, pages = {323–329}, DOI = {10.1007/s12601-012-0031-5}, url = {https://doi.org/10.1007/s12601-012-0031-5}, year = {2012}, type = {Journal Article} } @article{8540, author = {Lee, Z. P. and Weidemann, A. and Kindle, J. and Arnone, R. and Carder, K. L. and Davis, C.}, title = {Euphotic zone depth—Its derivation and implication to ocean-color remote sensing}, journal = {Journal of Geophysical Research Oceans}, volume = {112}, number = {3}, DOI = {10.1029/2006JC003802}, url = {https://doi.org/10.1029/2006JC003802}, year = {2007}, type = {Journal Article} } @article{1380, author = {Lefsky, M. A. and Cohen, W. B. and Acker, S. A. and Parker, G. G. and Spies, T. A. and Harding, D.}, title = {Lidar remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests}, journal = {Remote Sensing of Environment}, volume = {70}, number = {3}, pages = {339–361}, DOI = {10.1016/S0034-4257(99)00052-8}, url = {https://doi.org/10.1016/S0034-4257(99)00052-8}, year = {1999}, type = {Journal Article} } @misc{10263, author = {Lefsky, M. A. and Cohen, W. B. and Acker, S. A. and Spies, T. A. and Parker, G. G. and Harding, D.}, title = {Lidar remote sensing of forest canopy structure and related biophysical parameters at H.J. Andrews experimental forest, Oregon, USA}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1252–1254}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.691367}, url = {https://doi.org/10.1109/IGARSS.1998.691367}, year = {1998}, type = {Conference Paper} } @article{1223, author = {Lefsky, M. A. and Cohen, W. B. and Harding, D. J. and Parker, G. G. and Acker, S. A. and Gower, S. T.}, title = {Lidar remote sensing of above-ground biomass in three biomes}, journal = {Global Ecology and Biogeography}, volume = {11}, number = {5}, pages = {393–399}, DOI = {10.1046/j.1466-822x.2002.00303.x}, url = {https://doi.org/10.1046/j.1466-822x.2002.00303.x}, year = {2002}, type = {Journal Article} } @article{10588, author = {Lefsky, M. A. and Cohen, W. B. and Parker, G. G. and Harding, D. J.}, title = {Lidar remote sensing for ecosystem studies}, journal = {BioScience}, volume = {52}, number = {1}, pages = {19–30}, DOI = {10.1641/0006-3568(2002)052[0019:LRSFES]2.0.CO;2}, url = {https://doi.org/10.1641/0006-3568(2002)052[0019:LRSFES]2.0.CO;2}, year = {2002}, type = {Journal Article} } @article{1306, author = {Lefsky, M. A. and Cohen, W. B. and Spies, T. A.}, title = {An evaluation of alternate remote sensing products for forest inventory, monitoring, and mapping of Douglas-fir forests in western Oregon}, journal = {Canadian Journal of Forest Research}, volume = {31}, number = {1}, pages = {78–87}, DOI = {10.1139/cjfr-31-1-78}, url = {https://doi.org/10.1139/cjfr-31-1-78}, year = {2001}, type = {Journal Article} } @article{1415, author = {Lefsky, M. A. and Harding, D. and Cohen, W. B. and Parker, G. and Shugart, H. H.}, title = {Surface lidar remote sensing of basal area and biomass in deciduous forests of eastern Maryland, USA}, journal = {Remote Sensing of Environment}, volume = {67}, number = {1}, pages = {83–98}, DOI = {10.1016/S0034-4257(98)00071-6}, url = {https://doi.org/10.1016/S0034-4257(98)00071-6}, year = {1999}, type = {Journal Article} } @article{950, author = {Lefsky, M. A. and Harding, D. J. and Keller, M. and Cohen, W. B. and Carabajal, C. C. and Del Bom Espirito-Santo, F. and Hunter, M. O. and de Oliveira Jr, R.}, title = {Estimates of forest canopy height and aboveground biomass using ICESat}, journal = {Geophysical Research Letters}, volume = {32}, number = {22}, pages = {1–4}, DOI = {10.1029/2005GL023971}, url = {https://doi.org/10.1029/2005GL023971}, year = {2005}, type = {Journal Article} } @article{911, author = {Lefsky, M. A. and Harding, D. J. and Keller, M. and Cohen, W. B. and Carabajal, C. C. and Del Bom Espirito-Santo, F. and Hunter, M. O. and de Oliveira Jr, R. and de Camargo, P. B.}, title = {Erratum—"Estimates of forest canopy height and aboveground biomass using ICESat" (Geophysical Research Letters (2005) vol. 32 10.1029/2005GL023971)}, journal = {Geophysical Research Letters}, volume = {33}, number = {5}, DOI = {10.1029/2005GL025518}, url = {https://doi.org/10.1029/2005GL025518}, year = {2006}, type = {Journal Article} } @article{1005, author = {Lefsky, M. A. and Hudak, A. T. and Cohen, W. B. and Acker, S. A.}, title = {Geographic variability in lidar predictions of forest stand structure in the Pacific Northwest}, journal = {Remote Sensing of Environment}, volume = {95}, number = {4}, pages = {532–548}, DOI = {10.1016/j.rse.2005.01.010}, url = {https://doi.org/10.1016/j.rse.2005.01.010}, year = {2005}, type = {Journal Article} } @article{1006, author = {Lefsky, M. A. and Hudak, A. T. and Cohen, W. B. and Acker, S. A.}, title = {Patterns of covariance between forest stand and canopy structure in the Pacific Northwest}, journal = {Remote Sensing of Environment}, volume = {95}, number = {4}, pages = {517–531}, DOI = {10.1016/j.rse.2005.01.004}, url = {https://doi.org/10.1016/j.rse.2005.01.004}, year = {2005}, type = {Journal Article} } @article{1004, author = {Lefsky, M. A. and Turner, D. P. and Guzy, M. and Cohen, W. B.}, title = {Combining lidar estimates of aboveground biomass and Landsat estimates of stand age for spatially extensive validation of modeled forest productivity}, journal = {Remote Sensing of Environment}, volume = {95}, number = {4}, pages = {549–558}, DOI = {10.1016/j.rse.2004.12.022}, url = {https://doi.org/10.1016/j.rse.2004.12.022}, year = {2005}, type = {Journal Article} } @misc{12272, author = {Lehmann, F. and Frantz, D. and Becker, S. and Leser, U. and Hostert, P.}, title = {FORCE on Nextflow—Scalable analysis of Earth observation data on commodity clusters}, volume = {CEUR Workshop Proceedings, v. 352}, month = {1–5 November 2021}, note = {READY}, abstract = {Modern Earth Observation (EO) often analyses hundreds of gigabytes of data from thousands of satellite images. This data usually is processed with hand-made scripts combining several tools implementing the various steps within such an analysis. A fair amount of geographers' work goes into optimization, tuning, and parallelization in such a setting. Development becomes even more complicated when compute clusters become necessary, introducing issues like scheduling, remote data access, and generally a greatly increased infrastructure complexity. Furthermore, tailor-made systems are often optimized to one specific system and cannot easily be adapted to other infrastructures. Data Analysis Workflow engines promise to relieve the workflow developer from finding custom solutions to these issues and thereby improve scalability, reproducibility, and reusability of workflows while reducing development cost at the infrastructure side. On the other hand, they require the workflow to be programmed in a particular language, to obey certain principles of distributed processing, and to properly configure and tune the execution stack, which puts additional burden to data scientists. Here, we study this trade-off using a concrete EO workflow for long-term vegetation dynamics in the Mediterranean. The original workflow was programmed with FORCE, a custom-made framework for assembling and executing EO workflows on stand-alone servers. We ported it to the scientific workflow system Nextflow, which is capable of seamlessly orchestrating workflows over a large variety of infrastructures. We discuss the pitfalls we faced while porting the workflow, advantages and disadvantages of such an approach, and compare in detail the efficiency of both implementations on various infrastructures. We quantify the overhead in execution time incurred by the workflow engine and give hints on how to deal with heterogeneous tasks. Overall, our Nextflow implementation shows promising behavior in terms of reusability and scalability, though this does not apply to all workflow stages. © 2021 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0). CEUR Workshop Proceedings (CEUR-WS.org)}, keywords = {Earth observation FORCE Landsat Nextflow Reproducibility Scaleability Workflow porting Economic and social effects Engines Reusability Scalability Earth observations Reproducibilities Scalable analysis Work-flows Workflow engines Observatories}, ISBN = {in}, url = {http://ceur-ws.org/Vol-3052/}, year = {2021}, type = {Conference Paper} } @article{10788, author = {Lei, F. and Crow, W. T. and Holmes, T. R. H. and Hain, C. and Anderson, M. C.}, title = {Global Investigation of Soil Moisture and Latent Heat Flux Coupling Strength}, journal = {Water Resources Research}, volume = {54}, number = {10}, pages = {8196–8215}, DOI = {10.1029/2018WR023469}, url = {https://doi.org/10.1029/2018WR023469}, year = {2018}, type = {Journal Article} } @article{3148, author = {Lei, Y. and Yang, K. and Wang, B. and Sheng, Y. and Bird, B. W. and Zhang, G. and Tian, L.}, title = {Response of inland lake dynamics over the Tibetan Plateau to climate change}, journal = {Climatic Change}, volume = {125}, number = {2}, pages = {281–290}, DOI = {10.1007/s10584-014-1175-3}, url = {https://doi.org/10.1007/s10584-014-1175-3}, year = {2014}, type = {Journal Article} } @article{111, author = {Lei, Y. and Yao, T. and Bird, B. W. and Yang, K. and Zhai, J. and Sheng, Y.}, title = {Coherent lake growth on the central Tibetan Plateau since the 1970s—Characterization and attribution}, journal = {Journal of Hydrology}, volume = {483}, pages = {61–67}, DOI = {10.1016/j.jhydrol.2013.01.003}, url = {https://doi.org/10.1016/j.jhydrol.2013.01.003}, year = {2013}, type = {Journal Article} } @article{274, author = {Lei, Y. and Yao, T. and Sheng, Y. and Zhang, E. and Wang, W. and Li, J.}, title = {Characteristics of δ 13C DIC in lakes on the Tibetan Plateau and its implications for the carbon cycle}, journal = {Hydrological Processes}, volume = {26}, number = {4}, pages = {535–543}, DOI = {10.1002/hyp.8152}, url = {https://doi.org/10.1002/hyp.8152}, year = {2012}, type = {Journal Article} } @article{12092, author = {Lei, Y. and Yao, T. and Tian, L. and Sheng, Y. and Lazhu and Liao, J. and Zhao, H. and Yang, W. and Yang, K. and Berthier, E. and Brun, F. and Gao, Y. and Zhu, M. and Wu, G.}, title = {Response of downstream lakes to Aru glacier collapses on the western Tibetan Plateau}, journal = {Cryosphere}, volume = {15}, number = {1}, pages = {199–214}, DOI = {10.5194/tc-15-199-2021}, url = {https://doi.org/10.5194/tc-15-199-2021}, year = {2021}, type = {Journal Article} } @article{3643, author = {Lei, Y. and Yao, T. and Yang, K. and Sheng, Y. and Kleinherenbrink, M. and Yi, S. and Bird, B. W. and Zhang, X. and Zhu, L. and Zhang, G.}, title = {Lake seasonality across the Tibetan Plateau and their varying relationship with regional mass changes and local hydrology}, journal = {Geophysical Research Letters}, volume = {44}, number = {2}, pages = {892–900}, DOI = {10.1002/2016GL072062}, url = {https://doi.org/10.1002/2016GL072062}, year = {2017}, type = {Journal Article} } @article{283, author = {Lei, Y. and Yao, T. and Yi, C. and Wang, W. and Sheng, Y. and Li, J. and Joswiak, D.}, title = {Glacier mass loss induced the rapid growth of Linggo Co on the central Tibetan Plateau}, journal = {Journal of Glaciology}, volume = {58}, number = {207}, pages = {177–184}, DOI = {10.3189/2012JoG11J025}, url = {https://doi.org/10.3189/2012JoG11J025}, year = {2012}, type = {Journal Article} } @misc{5899, author = {Leigh, L. and Helder, D.L. and Behnert, I. and Deadman, A. and Fox, N. and Leloǧlu, U. M. and Özen, H. and Griffith, D.}, title = {Tuz Gölü site characteristics}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3871–3874}, month = {24–29 July 2011}, note = {READY}, DOI = {10.1109/IGARSS.2011.6050076}, url = {https://doi.org/10.1109/IGARSS.2011.6050076}, year = {2011}, type = {Conference Paper} } @article{8087, author = {Leinonen, J. and Lebsock, M. D. and Oreopoulos, L. and Cho, N.}, title = {Interregional differences in MODIS-derived cloud regimes}, journal = {Journal of Geophysical Research}, volume = {121}, number = {19}, pages = {11648–11665}, DOI = {10.1002/2016JD025193}, url = {https://doi.org/10.1002/2016JD025193}, year = {2016}, type = {Journal Article} } @misc{5078, author = {Leisso, N. P. and Thome, K. J. and Czapla-Myers, J. S.}, title = {Validation of the on-board radiometric calibration of the GOES I-M visible channel by reflectance-based vicarious methods}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6684}, month = {27–30 August 2007}, note = {READY}, DOI = {10.1117/12.734410}, url = {https://doi.org/10.1117/12.734410}, year = {2007}, type = {Conference Paper} } @article{10797, author = {Leitão, P. J. and Schwieder, M. and Pedroni, F. and Sanchez, M. and Pinto, J. R. R. and Maracahipes, L. and Bustamante, M. and Hostert, P.}, title = {Mapping woody plant community turnover with space-borne hyperspectral data—A case study in the Cerrado}, journal = {Remote Sensing in Ecology and Conservation}, volume = {5}, number = {1}, pages = {107–115}, DOI = {10.1002/rse2.91}, url = {https://doi.org/10.1002/rse2.91}, year = {2019}, type = {Journal Article} } @article{10679, author = {Leitão, P. J. and Schwieder, M. and Pötzschner, F. and Pinto, J. R. R. and Teixeira, A. M. C. and Pedroni, F. and Sanchez, M. and Rogass, C. and van der Linden, S. and Bustamante, M. M. C. and Hostert, P.}, title = {From sample to pixel—Multi-scale remote sensing data for upscaling aboveground carbon data in heterogeneous landscapes}, journal = {Ecosphere}, volume = {9}, number = {8}, DOI = {10.1002/ecs2.2298}, url = {https://doi.org/10.1002/ecs2.2298}, year = {2018}, type = {Journal Article} } @article{3272, author = {Leitão, P. J. and Schwieder, M. and Suess, S. and Catry, I. and Milton, E. J. and Moreira, F. and Osborne, P. E. and Pinto, M. J. and van der Linden, S. and Hostert, P.}, title = {Mapping beta diversity from space—Sparse Generalised Dissimilarity Modelling (SGDM) for analysing high-dimensional data}, journal = {Methods in Ecology and Evolution}, volume = {6}, number = {7}, pages = {764–771}, DOI = {10.1111/2041-210X.12378}, url = {https://doi.org/10.1111/2041-210X.12378}, year = {2015}, type = {Journal Article} } @article{9068, author = {Leitão, P. J. and Schwieder, M. and Suess, S. and Okujeni, A. and Galvão, L. S. and van der Linden, S. and Hostert, P.}, title = {Monitoring natural ecosystem and ecological gradients—Perspectives with EnMAP}, journal = {Remote Sensing}, volume = {7}, number = {10}, pages = {13098–13119}, DOI = {10.3390/rs71013098}, url = {https://doi.org/10.3390/rs71013098}, year = {2015}, type = {Journal Article} } @article{8216, author = {Lenes, J. M. and Walsh, J. J. and Otis, D. B. and Carder, K. L.}, title = {Iron fertilization of Trichodesmium off the west coast of Barbados—A one-dimensional numerical model}, journal = {Deep-Sea Research Part I—Oceanographic Research Papers}, volume = {52}, number = {6}, pages = {1021–1041}, DOI = {10.1016/j.dsr.2004.11.010}, url = {https://doi.org/10.1016/j.dsr.2004.11.010}, year = {2005}, type = {Journal Article} } @article{1540, author = {Lenney, M. P. and Woodcock, C. E. and Collins, J. B. and Hamdi, H.}, title = {The status of agricultural lands in Egypt—The use of multitemporal NDVI features derived from Landsat TM}, journal = {Remote Sensing of Environment}, volume = {56}, number = {1}, pages = {8–20}, DOI = {10.1016/0034-4257(95)00152-2}, url = {https://doi.org/10.1016/0034-4257(95)00152-2}, year = {1996}, type = {Journal Article} } @article{8851, author = {Lepczyk, C. A. and Flather, C. H. and Radeloff, V. C. and Pidgeon, A. M. and Hammer, R. B. and Liu, J.}, title = {Human impacts on regional avian diversity and abundance}, journal = {Conservation Biology}, volume = {22}, number = {2}, pages = {405–416}, DOI = {10.1111/j.1523-1739.2008.00881.x}, url = {https://doi.org/10.1111/j.1523-1739.2008.00881.x}, year = {2008}, type = {Journal Article} } @article{8145, author = {Lepczyk, C. A. and Hammer, R. B. and Stewart, S. I. and Radeloff, V. C.}, title = {Spatiotemporal dynamics of housing growth hotspots in the North Central U.S. from 1940 to 2000}, journal = {Landscape Ecology}, volume = {22}, number = {6}, pages = {939–952}, DOI = {10.1007/s10980-006-9066-2}, url = {https://doi.org/10.1007/s10980-006-9066-2}, year = {2007}, type = {Journal Article} } @article{8155, author = {Lepczyk, C. A. and Wunnicke, A. and Radeloff, V. C. and Flather, C. H. and Pidgeon, A. M. and Hammer, R. B.}, title = {Using housing growth to estimate habitat change—Detecting Ovenbird response in a rapidly growing New England State}, journal = {Urban Ecosystems}, volume = {16}, number = {3}, pages = {499–510}, DOI = {10.1007/s11252-013-0290-7}, url = {https://doi.org/10.1007/s11252-013-0290-7}, year = {2013}, type = {Journal Article} } @article{8354, author = {Lesak, A. A. and Radeloff, V. C. and Hawbaker, T. J. and Pidgeon, A. M. and Gobakken, T. and Contrucci, K.}, title = {Modeling forest songbird species richness using LiDAR-derived measures of forest structure}, journal = {Remote Sensing of Environment}, volume = {115}, number = {11}, pages = {2823–2835}, DOI = {10.1016/j.rse.2011.01.025}, url = {https://doi.org/10.1016/j.rse.2011.01.025}, year = {2011}, type = {Journal Article} } @article{9101, author = {Levermann, A. and Winkelmann, R. and Nowicki, S. and Fastook, J. L. and Frieler, K. and Greve, R. and Hellmer, H. H. and Martin, M. A. and Meinshausen, M. and Mengel, M. and Payne, A. J. and Pollard, D. and Sato, T. and Timmermann, R. and Wang, W. L. and Bindschadler, R. A.}, title = {Projecting Antarctic ice discharge using response functions from SeaRISE ice-sheet models}, journal = {Earth System Dynamics}, volume = {5}, number = {2}, pages = {271–293}, DOI = {10.5194/esd-5-271-2014}, url = {https://doi.org/10.5194/esd-5-271-2014}, year = {2014}, type = {Journal Article} } @misc{12404, author = {Levy, R. and Miller, J. and Thome, K. J.}, title = {Landsat 9 Operational Land Imager2 (OLI2) on-orbit results of new special characterizations}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12232}, month = {21–26 August 2022}, note = {READY}, abstract = {The Operational Land Imager2 (OLI2), is a visible to short-wave infrared pushbroom imaging radiometer. The OLI2 generates data in 9 spectral bands by sub-selecting the operational detectors within the focal plane array for each spectral band. This sub selection of detectors, also known as the operational flight detector-select-map, was determined pre-launch based on various radiometric performance characteristics. Due to new updates made in OLI2 it is possible to repeat similar extended radiometric characterization of all detectors on the focal plane while the system is on-orbit. This new characterization uses the OLI2 on-orbit calibration devices (Shutter and Stim lamp) observations while toggling the detector select maps from the operational setting to cycle through all possible detectors. Another special new ability for OLI2 was the addition of the stim-lamp non-linearity characterization collects. Both of these new abilities have been successfully executed on-orbit. In this paper and presentation, we present the results from these new characterization capabilities that extended the dynamic range of the non-linearity characterization as well as the on-orbit radiometric characteristics for the full set of focal plane detectors. Such new characterizations further enhance the information on the state of health and aging of the focal plane, as well as enable transfer of radiometric calibration from the operational detector-select to any other detector select. Overall these characterizations help to assure a robust high quality radiometric performance of OLI2 that should last far into the mission life time and beyond. © 2022 SPIE.}, keywords = {Detector Aging Detector operability Landsat 9 Non-Linearity On-Orbit Operational Land Imager (OLI) Calibration Focusing Infrared radiation Orbits Radiometry Detector ageing LANDSAT On orbit Operational land imager Radiometric performance Spectral band}, DOI = {10.1117/12.2633665}, url = {https://doi.org/10.1117/12.2633665}, year = {2022}, type = {Conference Paper} } @article{9099, author = {Levy, R. C. and Mattoo, S. and Sawyer, V. and Shi, Y. and Colarco, P. R. and Lyapustin, A. I. and Wang, Y. and Remer, L. A.}, title = {Exploring systematic offsets between aerosol products from the two MODIS sensors}, journal = {Atmospheric Measurement Techniques}, volume = {11}, number = {7}, pages = {4073–4092}, DOI = {10.5194/amt-11-4073-2018}, url = {https://doi.org/10.5194/amt-11-4073-2018}, year = {2018}, type = {Journal Article} } @article{789, author = {Levy, R. C. and Remer, L. A. and Mattoo, S. and Vermote, E. F. and Kaufman, Y. J.}, title = {Second-generation operational algorithm—Retrieval of aerosol properties over land from inversion of Moderate Resolution Imaging Spectroradiometer spectral reflectance}, journal = {Journal of Geophysical Research Atmospheres}, volume = {112}, number = {13}, DOI = {10.1029/2006JD007811}, url = {https://doi.org/10.1029/2006JD007811}, year = {2007}, type = {Journal Article} } @article{11984, author = {Lewińska, K. E. and Hostert, P. and Buchner, J. and Bleyhl, B. and Radeloff, V. C.}, title = {Short-term vegetation loss versus decadal degradation of grasslands in the Caucasus based on Cumulative Endmember Fractions}, journal = {Remote Sensing of Environment}, volume = {248}, DOI = {10.1016/j.rse.2020.111969}, url = {https://doi.org/10.1016/j.rse.2020.111969}, year = {2020}, type = {Journal Article} } @article{3395, author = {Lewis, A. and Lymburner, L. and Purss, M. B. J. and Brooke, B. and Evans, B. and Ip, A. and Dekker, A. G. and Irons, J. R. and Minchin, S. and Mueller, N. and Oliver, S. and Roberts, D. and Ryan, B. and Thankappan, M. and Woodcock, R. and Wyborn, L.}, title = {Rapid, high-resolution detection of environmental change over continental scales from satellite data – the Earth Observation Data Cube}, journal = {International Journal of Digital Earth}, volume = {9}, number = {1}, pages = {106–111}, DOI = {10.1080/17538947.2015.1111952}, url = {https://doi.org/10.1080/17538947.2015.1111952}, year = {2016}, type = {Journal Article} } @article{3653, author = {Lewis, A. and Oliver, S. and Lymburner, L. and Evans, B. and Wyborn, L. and Mueller, N. and Raevksi, G. and Hooke, J. and Woodcock, R. and Sixsmith, J. and Wu, W. and Tan, P. and Li, F. and Killough, B. and Minchin, S. and Roberts, D. and Ayers, D. and Bala, B. and Dwyer, J.L. and Dekker, A. and Dhu, T. and Hicks, A. and Ip, A. and Purss, M. and Richards, C. and Sagar, S. and Trenham, C. and Wang, P. and Wang, L. W.}, title = {The Australian Geoscience Data Cube—Foundations and lessons learned}, journal = {Remote Sensing of Environment}, volume = {202}, pages = {276–292}, DOI = {10.1016/j.rse.2017.03.015}, url = {https://doi.org/10.1016/j.rse.2017.03.015}, year = {2017}, type = {Journal Article} } @misc{6192, author = {Lewis, P. and Guanter, L. and Lopez Saldana, G. and Muller, J. P. and Watson, G. and Shane, N. and Kennedy, T. and Fisher, J. and Domenech, C. and Preusker, R. and North, P. and Heckel, A. and Danne, O. and Kramer, U. and Zuhlke, M. and Fomferra, N. and Brockmann, C. and Schaaf, C.B.}, title = {The ESA globAlbedo project—Algorithm}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5745–5748}, month = {22–27 July 2012}, note = {READY}, DOI = {10.1109/IGARSS.2012.6352306}, url = {https://doi.org/10.1109/IGARSS.2012.6352306}, year = {2012}, type = {Conference Paper} } @misc{539, author = {Lewis, P. and Quaife, T. and Gomez-Dans, J. and Disney, M. and Wooster, M. and Roy, D.P. and Pinty, B.}, title = {Modelling the impact of wildfire on spectral reflectance}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {IV1019–IV1022}, month = {12–17 July 2009}, note = {READY}, DOI = {10.1109/IGARSS.2009.5417553}, url = {https://doi.org/10.1109/IGARSS.2009.5417553}, year = {2009}, type = {Conference Paper} } @misc{559, author = {Ley, T. W. and Allen, R. G. and Jensen, M. E.}, title = {Adjusting wind speed measured over variable height alfalfa for use in the ASCE standardized penman-monteith equation}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {4141–4157}, month = {17–21 May 2009}, note = {READY}, DOI = {10.1061/41036(342)418}, url = {https://doi.org/10.1061/41036(342)418}, year = {2009}, type = {Conference Paper} } @misc{5702, author = {Ley, T. W. and Allen, R. G. and Jensen, M. E.}, title = {Translating wind speed measured over alfalfa for use in the ASCE standardized reference ET equation}, publisher = {American Society of Agricultural and Biological Engineers}, volume = {Proceedings}, pages = {164–186}, month = {5–8 December 2010}, note = {READY}, DOI = {10.13031/2013.35826}, url = {https://doi.org/10.13031/2013.35826}, year = {2010}, type = {Conference Paper} } @article{78, author = {Ley, T. W. and Allen, R. G. and Jensen, M. E.}, title = {Translating wind-speed measurements over alfalfa having varying height for use in the asce standardized reference ET equation}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {139}, number = {6}, pages = {463–475}, DOI = {10.1061/(ASCE)IR.1943-4774.0000570}, url = {https://doi.org/10.1061/(ASCE)IR.1943-4774.0000570}, year = {2013}, type = {Journal Article} } @article{2077, author = {Li, A. and Huang, C. and Sun, G. and Shi, H. and Toney, C. and Zhu, Z. and Rollins, M. G. and Goward, S. N. and Masek, J. G.}, title = {Modeling the height of young forests regenerating from recent disturbances in Mississippi using Landsat and ICESat data}, journal = {Remote Sensing of Environment}, volume = {115}, number = {8}, pages = {1837–1849}, DOI = {10.1016/j.rse.2011.03.001}, url = {https://doi.org/10.1016/j.rse.2011.03.001}, year = {2011}, type = {Journal Article} } @article{3713, author = {Li, A. and Zhao, W. and Mitchell, J. J. and Glenn, N. F. and Germino, M. J. and Sankey, J. B. and Allen, R. G.}, title = {Aerodynamic roughness length estimation with lidar and imaging spectroscopy in a shrub-dominated dryland}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {83}, number = {6}, pages = {415–427}, DOI = {10.14358/PERS.83.6.415}, url = {https://doi.org/10.14358/PERS.83.6.415}, year = {2017}, type = {Journal Article} } @article{8317, author = {Li, D. and Tong, Z. and Jiang, X. and Blunt, L. and Gao, F.}, title = {Calibration of an interferometric on-machine probing system on an ultra-precision turning machine}, journal = {Measurement—Journal of the International Measurement Confederation}, volume = {118}, pages = {96–104}, DOI = {10.1016/j.measurement.2017.12.038}, url = {https://doi.org/10.1016/j.measurement.2017.12.038}, year = {2018}, type = {Journal Article} } @misc{860, author = {Li, F. and Anderson, M. C. and Kustas, W. P. and Scott, R. L. and Prueger, J. H.}, title = {Utility of satellite thermal remote sensing for mapping riparian and upland desert water use}, publisher = {American Meteorological Society}, volume = {Proceedings}, pages = {1–4}, month = {29 January–2 February 2006}, note = {READY}, DOI = {https://ams.confex.com/ams/Annual2006/techprogram/paper_103254.htm}, url = {https://ams.confex.com/ams/Annual2006/techprogram/paper_103254.htm}, year = {2006}, type = {Conference Paper} } @misc{11901, author = {Li, F. and Jupp, D. L. B. and Lymburner, L. and Tan, P. and McIntyre, A. and Thankappan, M. and Lewis, A. and Held, A.}, title = {Characteristics of MODIS BRDF shape and its relationship with land cover classes in Australia}, publisher = {Australian Mathematical Sciences Institute}, volume = {Proceedings}, pages = {1903–1909}, month = {1–6 December 2013}, note = {READY}, year = {2013}, type = {Conference Paper} } @article{460, author = {Li, F. and Jupp, D. L. B. and Reddy, S. and Lymburner, L. and Mueller, N. and Tan, P. and Islam, A.}, title = {An evaluation of the use of atmospheric and BRDF correction to standardize Landsat data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {3}, number = {3}, pages = {257–270}, DOI = {10.1109/JSTARS.2010.2042281}, url = {https://doi.org/10.1109/JSTARS.2010.2042281}, year = {2010}, type = {Journal Article} } @article{191, author = {Li, F. and Jupp, D. L. B. and Thankappan, M. and Lymburner, L. and Mueller, N. and Lewis, A. and Held, A.}, title = {A physics-based atmospheric and BRDF correction for Landsat data over mountainous terrain}, journal = {Remote Sensing of Environment}, volume = {124}, pages = {756–770}, DOI = {10.1016/j.rse.2012.06.018}, url = {https://doi.org/10.1016/j.rse.2012.06.018}, year = {2012}, type = {Journal Article} } @article{903, author = {Li, F. and Kustas, W. P. and Anderson, M. C. and Jackson, T. J. and Bindlish, R. and Prueger, J. H.}, title = {Comparing the utility of microwave and thermal remote-sensing constraints in two-source energy balance modeling over an agricultural landscape}, journal = {Remote Sensing of Environment}, volume = {101}, number = {3}, pages = {315–328}, DOI = {10.1016/j.rse.2006.01.001}, url = {https://doi.org/10.1016/j.rse.2006.01.001}, year = {2006}, type = {Journal Article} } @article{742, author = {Li, F. and Kustas, W. P. and Anderson, M. C. and Prueger, J. H. and Scott, R. L.}, title = {Effect of remote sensing spatial resolution on interpreting tower-based flux observations}, journal = {Remote Sensing of Environment}, volume = {112}, number = {2}, pages = {337–349}, DOI = {10.1016/j.rse.2006.11.032}, url = {https://doi.org/10.1016/j.rse.2006.11.032}, year = {2008}, type = {Journal Article} } @article{8092, author = {Li, F. and Zhang, X. and Kondragunta, S. and Roy, D. P.}, title = {Investigation of the fire radiative energy biomass combustion coefficient—A comparison of polar and geostationary satellite retrievals over the conterminous United States}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {123}, number = {2}, pages = {722–739}, DOI = {10.1002/2017JG004279}, url = {https://doi.org/10.1002/2017JG004279}, year = {2018}, type = {Journal Article} } @article{11026, author = {Li, F. and Zhang, X. and Roy, D. P. and Kondragunta, S.}, title = {Estimation of biomass-burning emissions by fusing the fire radiative power retrievals from polar-orbiting and geostationary satellites across the conterminous United States}, journal = {Atmospheric Environment}, volume = {211}, pages = {274–287}, DOI = {10.1016/j.atmosenv.2019.05.017}, url = {https://doi.org/10.1016/j.atmosenv.2019.05.017}, year = {2019}, type = {Journal Article} } @article{8160, author = {Li, H. and Shen, Y. and Yang, P. and Zhao, W. and Allen, R. G. and Shao, H. and Lei, Y.}, title = {Calculation of albedo on complex terrain using MODIS data—a case study in Taihang Mountain of China}, journal = {Environmental Earth Sciences}, volume = {74}, number = {7}, pages = {6315–6324}, DOI = {10.1007/s12665-015-4656-4}, url = {https://doi.org/10.1007/s12665-015-4656-4}, year = {2015}, type = {Journal Article} } @article{3730, author = {Li, J. and Roy, D. P.}, title = {A global analysis of Sentinel-2a, Sentinel-2b and Landsat-8 data revisit intervals and implications for terrestrial monitoring}, journal = {Remote Sensing}, volume = {9}, number = {9}, DOI = {10.3390/rs9090902}, url = {https://doi.org/10.3390/rs9090902}, year = {2017}, type = {Journal Article} } @article{203, author = {Li, J. and Sheng, Y.}, title = {An automated scheme for glacial lake dynamics mapping using Landsat imagery and digital elevation models—A case study in the Himalayas}, journal = {International Journal of Remote Sensing}, volume = {33}, number = {16}, pages = {5194–5213}, DOI = {10.1080/01431161.2012.657370}, url = {https://doi.org/10.1080/01431161.2012.657370}, year = {2012}, type = {Journal Article} } @article{3314, author = {Li, J. and Zipper, C. E. and Donovan, P. F. and Wynne, R. H. and Oliphant, A. J.}, title = {Reconstructing disturbance history for an intensively mined region by time-series analysis of Landsat imagery}, journal = {Environmental Monitoring and Assessment}, volume = {187}, number = {9}, DOI = {10.1007/s10661-015-4766-1}, url = {https://doi.org/10.1007/s10661-015-4766-1}, year = {2015}, type = {Journal Article} } @article{3301, author = {Li, J. and Zipper, C. E. and Li, S. and Donovan, P. F. and Wynne, R. H. and Oliphant, A. J. and Xia, Q.}, title = {Character analysis of mining disturbance and reclamation trajectory in surface coal-mine area by time-series NDVI}, journal = {Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering}, volume = {31}, number = {16}, pages = {251–257}, DOI = {10.11975/j.issn.1002-6819.2015.16.033}, url = {http://www.ingentaconnect.com/content/tcsae/tcsae/2015/00000031/00000016/art00033}, year = {2015}, type = {Journal Article} } @article{422, author = {Li, M. and Mao, L. and Zhou, C. and Vogelmann, J. E. and Zhu, Z.}, title = {Comparing forest fragmentation and its drivers in China and the USA with Globcover v2.2}, journal = {Journal of Environmental Management}, volume = {91}, number = {12}, pages = {2572–2580}, DOI = {10.1016/j.jenvman.2010.07.010}, url = {https://doi.org/10.1016/j.jenvman.2010.07.010}, year = {2010}, type = {Journal Article} } @article{362, author = {Li, M. and Zhu, Z. and Vogelmann, J. E. and Xu, D. and Wen, W. and Liu, A.}, title = {Characterizing fragmentation of the collective forests in southern China from multitemporal Landsat imagery—A case study from Kecheng district of Zhejiang province}, journal = {Applied Geography}, volume = {31}, number = {3}, pages = {1026–1035}, DOI = {10.1016/j.apgeog.2011.02.004}, url = {https://doi.org/10.1016/j.apgeog.2011.02.004}, year = {2011}, type = {Journal Article} } @article{993, author = {Li, R. R. and Remer, L. and Kaufman, Y. J. and Mattoo, S. and Gao, B. C. and Vermote, E.F.}, title = {Snow and ice mask for the MODIS aerosol products}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {2}, number = {3}, pages = {306–310}, DOI = {10.1109/LGRS.2005.847755}, url = {https://doi.org/10.1109/LGRS.2005.847755}, year = {2005}, type = {Journal Article} } @misc{853, author = {Li, R. R. and Remer, L. and Kaufman, Y. J. and Mattoo, S. and Gao, B. C. and Vermote, E.F.}, title = {Masking of residual snow and ice covered surfaces for improving aerosol retrievals from MODIS data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2236–2238}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.578}, url = {https://doi.org/10.1109/IGARSS.2006.578}, year = {2006}, type = {Conference Paper} } @article{11589, author = {Li, S. and Wang, W. and Hashimoto, H. and Xiong, J. and Vandal, T. and Yao, J. and Qian, L. and Ichii, K. and Lyapustin, A. and Wang, Y. and Nemani, R.}, title = {First provisional land surface reflectance product from geostationary satellite Himawari-8 AHI}, journal = {Remote Sensing}, volume = {11}, number = {24}, DOI = {10.3390/rs11242990}, url = {https://doi.org/10.3390/rs11242990}, year = {2019}, type = {Journal Article} } @article{12347, author = {Li, T. and Zhu, Zhe and Wang, Z. and Román, M. O. and Kalb, V. L. and Zhao, Y.}, title = {Continuous monitoring of nighttime light changes based on daily NASA's Black Marble product suite}, journal = {Remote Sensing of Environment}, volume = {282}, abstract = {Monitoring nighttime light (NTL) change enables us to quantitatively analyze the dynamic patterns of human activity and socioeconomic features. NASA's Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) atmospheric- and Lunar-BRDF-corrected Black Marble product (VNP46A2) provides daily global nighttime radiances with high temporal consistency. However, timely and continuous monitoring of NTL changes based on the dense daily DNB time series is still lacking. In this study, we proposed a novel Viewing Zenith Angle (VZA) stratified COntinuous monitoring of Land Disturbance (COLD) algorithm (VZA-COLD) to detect NTL change at 15 arc-second spatial resolution with daily updating capability based on NASA's Black Marble products. Specifically, we divided the clear observations into four VZA intervals (0–20°, 20°–40°, 40°–60°, and 0–60°) to mitigate the temporal variation of the NTL data caused by the combined angular effects of viewing geometry and the complex surface conditions (e.g., building heights, vegetation canopy covers, etc.). Single-term harmonic models were continuously estimated for new observations from each VZA interval, and by comparing the model predictions with the actual DNB observations, a unified set of NTL changes can be captured continuously among the different VZA intervals. The final NTL change maps were generated after excluding the consistent dark pixels. Results showed that the VZA-COLD algorithm reduced the DNB data temporal variations caused by disparities among different viewing angles and surface conditions, and successfully detected NTL changes for six globally distributed test sites with an overall accuracy of 99.71%, a user's accuracy of 87.18%, and a producer's accuracy of 68.88% for the NTL change category. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.113269}, url = {https://doi.org/10.1016/j.rse.2022.113269}, year = {2022}, type = {Journal Article} } @misc{10183, author = {Li, X. and Gao, F. and Wang, J. and Strahler, A. and Lucht, W. and Schaaf, C.B.}, title = {Parameter error propagation in BRDF derived by fitting multiple angular observations at single sun position}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3142–3144}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.860363}, url = {https://doi.org/10.1109/IGARSS.2000.860363}, year = {2000}, type = {Conference Paper} } @article{1318, author = {Li, X. and Gao, F. and Wang, J. and Strahler, A. H. and Lucht, W. and Schaaf, C.B.}, title = {Estimation of the parameter error propagation in inversion based BRDF observations at single sun position}, journal = {Science in China, Series E—Technological Sciences}, volume = {43}, number = {S 1}, pages = {9–16}, DOI = {10.1007/BF02916573}, url = {https://doi.org/10.1007/BF02916573}, year = {2000}, type = {Journal Article} } @article{3851, author = {Li, X. and Gao, F. and Wang, J. and Strahler, A. H. and Lucht, W. and Schaaf, C.B.}, title = {Frequency-domain method for separating signal and noise}, journal = {Science in China, Series E—Technological Sciences}, volume = {43}, number = {1}, pages = {9–16}, DOI = {10.1007/BF02917132}, url = {https://doi.org/10.1007/BF02917132}, year = {2000}, type = {Journal Article} } @article{1244, author = {Li, X. and Gao, F. and Wang, J. and Yang, H. and Strahler, A. and Schaaf, C.B.}, title = {Bi-directional normalized difference vegetation index—Concept and application}, journal = {Progress in Natural Science}, volume = {12}, number = {2}, DOI = {http://en.cnki.com.cn/Article_en/CJFDTOTAL-ZKJY200202006.htm}, url = {http://en.cnki.com.cn/Article_en/CJFDTOTAL-ZKJY200202006.htm}, year = {2002}, type = {Journal Article} } @misc{10145, author = {Li, X. and Gao, F. and Yang, H. and Wang, J. and Strahler, A. and Schaaf, C.B.}, title = {Bi-directional NDVI and atmosphere-coupled BRDF inversion}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2391–2393}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.978012}, url = {https://doi.org/10.1109/IGARSS.2001.978012}, year = {2001}, type = {Conference Paper} } @article{1504, author = {Li, X. and Ni, W. and Hu, B. and Woodcock, C.E. and Strahler, A.}, title = {Decoupling path-scattering of light in a homogeneous layer and multiple bouncing at its non-Lambertian bottom}, journal = {Science in China, Series E—Technological Sciences}, volume = {39}, number = {6}, pages = {656–669}, DOI = {10.1360/ye1996-39-6-656}, url = {https://doi.org/10.1360/ye1996-39-6-656}, year = {1996}, type = {Journal Article} } @misc{10316, author = {Li, X. and Ni, W. and Woodcock, C. E. and Strahler, A.}, title = {Simplified hybrid model for radiation under discontinuous canopies}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {293–295}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516320}, url = {https://doi.org/10.1109/IGARSS.1996.516320}, year = {1996}, type = {Conference Paper} } @article{10883, author = {Li, Y. and Kustas, W. P. and Huang, C. and Nieto, H. and Haghighi, E. and Anderson, M. C. and Domingo, F. and Garcia, M. and Scott, R. L.}, title = {Evaluating soil resistance formulations in thermal-based Two-Source Energy Balance (TSEB) Model—Implications for heterogeneous semiarid and arid regions}, journal = {Water Resources Research}, volume = {55}, number = {2}, pages = {1059–1078}, DOI = {10.1029/2018WR022981}, url = {https://doi.org/10.1029/2018WR022981}, year = {2019}, type = {Journal Article} } @article{3731, author = {Li, Y. and Tang, Z. and Liu, C. and Kilic, A.}, title = {Estimation and investigation of consumptive water use in residential area—Case cities in Nebraska, U.S.A}, journal = {Sustainable Cities and Society}, volume = {35}, pages = {637–644}, DOI = {10.1016/j.scs.2017.09.012}, url = {https://doi.org/10.1016/j.scs.2017.09.012}, year = {2017}, type = {Journal Article} } @misc{3066, author = {Li, Z. and Douglas, E. and Strahler, A. and Schaaf, C.B. and Yang, X. and Wang, Z. and Yao, T. and Zhao, F. and Saenz, E. J. and Paynter, I. and Woodcock, C. E. and Chakrabarti, S. and Cook, T. and Martel, J. and Howe, G. and Jupp, D. L. B. and Culvenor, D. S. and Newnham, G. J. and Lovell, J. L.}, title = {Separating leaves from trunks and branches with dual-wavelength terrestrial lidar scanning}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3383–3386}, month = {21–26 July 2013}, note = {READY}, DOI = {10.1109/IGARSS.2013.6723554}, url = {https://doi.org/10.1109/IGARSS.2013.6723554}, year = {2013}, type = {Conference Paper} } @article{10699, author = {Li, Z. and Erb, A. and Sun, Q. and Liu, Y. and Shuai, Y. and Wang, Z. and Boucher, P. and Schaaf, C.}, title = {Preliminary assessment of 20-m surface albedo retrievals from sentinel-2A surface reflectance and MODIS/VIIRS surface anisotropy measures}, journal = {Remote Sensing of Environment}, volume = {217}, pages = {352–365}, DOI = {10.1016/j.rse.2018.08.025}, url = {https://doi.org/10.1016/j.rse.2018.08.025}, year = {2018}, type = {Journal Article} } @misc{2978, author = {Li, Z. and Fung, A. K. and Tjuatja, S. and Betty, C. and Irons, J. R.}, title = {Energy conservation in soil surface scattering in the optical region}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2186–2188}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516930}, url = {https://doi.org/10.1109/IGARSS.1996.516930}, year = {1996}, type = {Conference Paper} } @article{10799, author = {Li, Z. and Huang, C. and Zhu, Z. and Gao, F. and Tang, H. and Xin, X. and Ding, L. and Shen, B. and Liu, J. and Chen, B. and Wang, X. and Yan, R.}, title = {Mapping daily leaf area index at 30 m resolution over a meadow steppe area by fusing Landsat, Sentinel-2A and MODIS data}, journal = {International Journal of Remote Sensing}, volume = {39}, number = {23}, pages = {9025–0953}, DOI = {10.1080/01431161.2018.1504342}, url = {https://doi.org/10.1080/01431161.2018.1504342}, year = {2018}, type = {Journal Article} } @article{3451, author = {Li, Z. and Jupp, D. L. B. and Strahler, A. H. and Schaaf, C. B. and Howe, G. and Hewawasam, K. and Douglas, E. S. and Chakrabarti, S. and Cook, T. A. and Paynter, I. and Saenz, E. J. and Schaefer, M.}, title = {Radiometric calibration of a dual-wavelength, full-waveform terrestrial lidar}, journal = {Sensors}, volume = {16}, number = {3}, DOI = {10.3390/s16030313}, url = {https://doi.org/10.3390/s16030313}, year = {2016}, type = {Journal Article} } @article{12165, author = {Li, Z. and Roy, D. P. and Zhang, H. K.}, title = {The incidence and magnitude of the hot-spot bidirectional reflectance distribution function (BRDF) signature in GOES-16 Advanced Baseline Imager (ABI) 10 and 15 minute reflectance over north America}, journal = {Remote Sensing of Environment}, volume = {265}, DOI = {10.1016/j.rse.2021.112638}, url = {https://doi.org/10.1016/j.rse.2021.112638}, year = {2021}, type = {Journal Article} } @article{10917, author = {Li, Z. and Roy, D. P. and Zhang, H. K. and Vermote, E. F. and Huang, H.}, title = {Evaluation of Landsat-8 and Sentinel-2A aerosol optical depth retrievals across Chinese cities and implications for medium spatial resolution urban aerosol monitoring}, journal = {Remote Sensing}, volume = {11}, number = {2}, DOI = {10.3390/rs11020122}, url = {https://doi.org/10.3390/rs11020122}, year = {2019}, type = {Journal Article} } @article{8758, author = {Li, Z. and Schaefer, M. and Strahler, A. and Schaaf, C.B. and Jupp, D.}, title = {On the utilization of novel spectral laser scanning for three-dimensional classification of vegetation elements}, journal = {Interface Focus}, volume = {8}, number = {2}, DOI = {10.1098/rsfs.2017.0039}, url = {https://doi.org/10.1098/rsfs.2017.0039}, year = {2018}, type = {Journal Article} } @article{11980, author = {Li, Z. and Shi, H. and Vogelmann, J. E. and Hawbaker, T. J. and Peterson, B.}, title = {Assessment of fire fuel load dynamics in shrubland ecosystems in the Western United States using MODIS products}, journal = {Remote Sensing}, volume = {12}, number = {12}, DOI = {10.3390/rs12121911}, url = {https://doi.org/10.3390/rs12121911}, year = {2020}, type = {Journal Article} } @article{8176, author = {Li, Z. and Strahler, A. and Schaaf, C.B. and Jupp, D. and Schaefer, M. and Olofsson, P.}, title = {Seasonal change of leaf and woody area profiles in a midlatitude deciduous forest canopy from classified dual-wavelength terrestrial lidar point clouds}, journal = {Agricultural and Forest Meteorology}, volume = {262}, pages = {279–297}, DOI = {10.1016/j.agrformet.2018.07.014}, url = {https://doi.org/10.1016/j.agrformet.2018.07.014}, year = {2018}, type = {Journal Article} } @article{11978, author = {Li, Z. and White, J. C. and Wulder, M. A. and Hermosilla, T. and Davidson, A. M. and Comber, A. J.}, title = {Land cover harmonization using Latent Dirichlet Allocation}, journal = {International Journal of Geographical Information Science}, volume = {35}, number = {2}, pages = {348–374}, DOI = {10.1080/13658816.2020.1796131}, url = {https://doi.org/10.1080/13658816.2020.1796131}, year = {2021}, type = {Journal Article} } @article{11022, author = {Li, Z. and Zhang, H. K. and Roy, D. P.}, title = {Investigation of Sentinel-2 bidirectional reflectance hot-spot sensing conditions}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {57}, number = {6}, pages = {3591–3598}, DOI = {10.1109/TGRS.2018.2885967}, url = {https://doi.org/10.1109/TGRS.2018.2885967}, year = {2019}, type = {Journal Article} } @article{12003, author = {Li, Z. and Zhang, H. K. and Roy, D. P. and Yan, L. and Huang, H.}, title = {Sharpening the Sentinel-2 10 and 20 m bands to Planetscope-0 3 m resolution}, journal = {Remote Sensing}, volume = {12}, number = {15}, DOI = {10.3390/RS12152406}, url = {https://doi.org/10.3390/RS12152406}, year = {2020}, type = {Journal Article} } @article{11783, author = {Li, Z. and Zhang, H. K. and Roy, D. P. and Yan, L. and Huang, H. and Li, J.}, title = {Landsat 15-m Panchromatic-Assisted Downscaling (LPAD) of the 30-m reflective wavelength bands to Sentinel-2 20-m resolution}, journal = {Remote Sensing}, volume = {9}, number = {7}, DOI = {10.3390/rs9070755}, url = {https://doi.org/10.3390/rs9070755}, year = {2017}, type = {Journal Article} } @article{2971, author = {Li, Z. J. and Fung, A. K. and Tjuatja, S. and Gibbs, D. P. and Betty, C. L. and Irons, J. R.}, title = {A modeling study of backscattering from soil surfaces}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {34}, number = {1}, pages = {264–271}, DOI = {10.1109/36.481911}, url = {https://doi.org/10.1109/36.481911}, year = {1996}, type = {Journal Article} } @article{8432, author = {Liang, F. and Xiao, Q. and Wang, Y. and Lyapustin, A.I. and Li, G. and Gu, D. and Pan, X. and Liu, Y.}, title = {MAIAC-based long-term spatiotemporal trends of PM2.5 in Beijing, China}, journal = {Science of the Total Environment}, volume = {616–617}, pages = {1589–1598}, DOI = {10.1016/j.scitotenv.2017.10.155}, url = {https://doi.org/10.1016/j.scitotenv.2017.10.155}, year = {2018}, type = {Journal Article} } @article{3083, author = {Liang, L. and Schwartz, M. D. and Wang, Z. and Gao, F. and Schaaf, C. B. and Tan, B. and Morisette, J. T. and Zhang, X.}, title = {A cross comparison of spatiotemporally enhanced springtime phenological measurements from satellites and ground in a northern U.S. mixed forest}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {52}, number = {12}, pages = {7513 – 7526}, DOI = {10.1109/TGRS.2014.2313558}, url = {https://doi.org/10.1109/TGRS.2014.2313558}, year = {2014}, type = {Journal Article} } @article{1211, author = {Liang, S. and Fang, H. and Chen, M. and Shuey, C. J. and Walthall, C. and Daughtry, C. and Morisette, J. and Schaaf, C.B. and Strahler, A.}, title = {Validating MODIS land surface reflectance and albedo products—Methods and preliminary results}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {149–162}, DOI = {10.1016/S0034-4257(02)00092-5}, url = {https://doi.org/10.1016/S0034-4257(02)00092-5}, year = {2002}, type = {Journal Article} } @inbook{5523, author = {Liang, S. and Wang, K. and Wang, W. and Wang, D. and Gui, S. and Zhang, X. and Mirmelstein, J. and Zhu, X. and Kim, H. Y. and Du, J. and Running, S. and Townshend, J. and Tsay, S. C. and Wolf, R. and Schaaf, C.B. and Strahler, A.}, title = {Mapping high-resolution land surface radiative fluxes from MODIS—Algorithms and preliminary validation results}, booktitle = {Geospatial technology for Earth observation}, editor = {Li, D. and Shan, J. and Gong, J.}, connective phrase = {Mapping high-resolution land surface radiative fluxes from MODIS—Algorithms and preliminary validation results}, publisher = {Springer}, place published = {Boston, Mass.}, chapter = {chap. 6}, pages = {141–176}, DOI = {10.1007/978-1-4419-0050-0_6}, url = {https://doi.org/10.1007/978-1-4419-0050-0_6}, year = {2009}, type = {Book Section} } @article{997, author = {Liang, X. Z. and Xu, M. and Gao, W. and Kunkel, K. and Slusser, J. and Dai, Y. and Min, Q. and Houser, P. R. and Rodell, M. and Schaaf, C. B. and Gao, F.}, title = {Development of land surface albedo parameterization based on moderate resolution imaging spectroradiometer (MODIS) data}, journal = {Journal of Geophysical Research Atmospheres}, volume = {110}, number = {11}, pages = {1–22}, DOI = {10.1029/2004JD005579}, url = {https://doi.org/10.1029/2004JD005579}, year = {2005}, type = {Journal Article} } @article{3280, author = {Liebert, R. and Huntington, J.L. and Morton, C. and Sueki, S. and Acharya, K.}, title = {Reduced evapotranspiration from leaf beetle induced tamarisk defoliation in the Lower Virgin River using satellite-based energy balance}, journal = {Ecohydrology}, volume = {9}, number = {1}, pages = {179–193}, DOI = {10.1002/eco.1623}, url = {https://doi.org/10.1002/eco.1623}, year = {2016}, type = {Journal Article} } @misc{4731, author = {Lieng, E. and Vikhamar Schuler, D. and Kastdalen, L. and Fjone, G. and Hansen, M.C. and Bolstad, J. P.}, title = {Classification of land cover using decision trees and multiple reference data sources}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, month = {20–24 June 2005}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2005/isrse/html/papers/629.pdf}, url = {http://www.isprs.org/proceedings/2005/isrse/html/papers/629.pdf}, year = {2005}, type = {Conference Paper} } @article{11044, author = {Lieskovský, J. and Kaim, D. and Balázs, P. and Boltižiar, M. and Chmiel, M. and Grabska, E. and Király, G. and Konkoly-Gyuró, É and Kozak, J. and Antalová, K. and Kuchma, T. and Mackovčin, P. and Mojses, M. and Munteanu, C. and Ostafin, K. and Ostapowicz, K. and Shandra, O. and Stych, P. and Radeloff, V. C.}, title = {Historical land use dataset of the Carpathian region (1819–1980)}, journal = {Journal of Maps}, volume = {14}, number = {2}, pages = {644–651}, DOI = {10.1080/17445647.2018.1502099}, url = {https://doi.org/10.1080/17445647.2018.1502099}, year = {2018}, type = {Journal Article} } @article{1189, author = {Liew, S. W. and Helder, D. L.}, title = {Landsat-5 Thematic Mapper cold focal plane characterization}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {2}, pages = {249–263}, DOI = {10.1080/01431160304976}, url = {https://doi.org/10.1080/01431160304976}, year = {2003}, type = {Journal Article} } @article{3073, author = {Ligtenberg, S. R. M. and Lenaerts, J. T. M. and Van Den Broeke, M. R. and Scambos, T. A.}, title = {On the formation of blue ice on Byrd Glacier, Antarctica}, journal = {Journal of Glaciology}, volume = {60}, number = {219}, pages = {41–50}, DOI = {10.3189/2014JoG13J116}, url = {https://doi.org/10.3189/2014JoG13J116}, year = {2014}, type = {Journal Article} } @article{1180, author = {Lim, K. and Treitz, P. and Wulder, M.A. and St-Ongé, B. and Flood, M.}, title = {LiDAR remote sensing of forest structure}, journal = {Progress in Physical Geography}, volume = {27}, number = {1}, pages = {88–106}, DOI = {10.1191/0309133303pp360ra}, url = {https://doi.org/10.1191/0309133303pp360ra}, year = {2003}, type = {Journal Article} } @article{11918, author = {Lin, Y. and Zhu, Zhe and Guo, W. and Sun, Y. and Yang, X. and Kovalskyy, V.}, title = {Continuous monitoring of cotton stem water potential using Sentinel-2 imagery}, journal = {Remote Sensing}, volume = {12}, number = {7}, DOI = {10.3390/rs12071176}, url = {https://doi.org/10.3390/rs12071176}, year = {2020}, type = {Journal Article} } @article{626, author = {Lindquist, E. J. and Hansen, M. C. and Roy, D. P. and Justice, C. O.}, title = {The suitability of decadal image data sets for mapping tropical forest cover change in the Democratic Republic of Congo—Implications for the global land survey}, journal = {International Journal of Remote Sensing}, volume = {29}, number = {24}, pages = {7269–7275}, DOI = {10.1080/01431160802275890}, url = {https://doi.org/10.1080/01431160802275890}, year = {2008}, type = {Journal Article} } @article{2603, author = {Lipscomb, W. and Bindschadler, R.A. and Bueler, E. and Holland, D. and Johnson, J. and Price, S.}, title = {A community ice sheet model for sea level prediction}, journal = {Eos}, volume = {90}, number = {3}, pages = {23–23}, DOI = {10.1029/2009EO030004}, url = {https://doi.org/10.1029/2009EO030004}, year = {2009}, type = {Journal Article} } @article{12085, author = {Lister, A. J. and Andersen, H. and Frescino, T. and Gatziolis, D. and Healey, S. and Heath, L. S. and Liknes, G. C. and McRoberts, R. and Moisen, G. G. and Nelson, M. and Riemann, R. and Schleeweis, K. and Schroeder, T. A. and Westfall, J. and Tyler Wilson, B.}, title = {Use of remote sensing data to improve the efficiency of national forest inventories—A case study from the United States national forest inventory}, journal = {Forests}, volume = {11}, number = {12}, DOI = {10.3390/f11121364}, url = {https://doi.org/10.3390/f11121364}, year = {2020}, type = {Journal Article} } @article{11036, author = {Liu, C. and Huang, X. and Zhu, Zhe and Chen, H. and Tang, X. and Gong, J.}, title = {Automatic extraction of built-up area from ZY3 multi-view satellite imagery—Analysis of 45 global cities}, journal = {Remote Sensing of Environment}, volume = {226}, pages = {51–73}, DOI = {10.1016/j.rse.2019.03.033}, url = {https://doi.org/10.1016/j.rse.2019.03.033}, year = {2019}, type = {Journal Article} } @article{8946, author = {Liu, C. C. and Carder, K. L. and Miller, R. L. and Ivey, J. E.}, title = {Fast and accurate model of underwater scalar irradiance}, journal = {Applied Optics}, volume = {41}, number = {24}, pages = {4962–4974}, DOI = {10.1364/AO.41.004962}, url = {https://doi.org/10.1364/AO.41.004962}, year = {2002}, type = {Journal Article} } @article{8141, author = {Liu, C. C. and Miller, R. L. and Carder, K. L. and Lee, Z. and D'Sa, E. J. and Ivey, J. E.}, title = {Estimating the underwater light field from remote sensing of ocean color}, journal = {Journal of Oceanography}, volume = {62}, number = {3}, pages = {235–248}, DOI = {10.1007/s10872-006-0048-4}, url = {https://doi.org/10.1007/s10872-006-0048-4}, year = {2006}, type = {Journal Article} } @article{918, author = {Liu, J. and Liu, S. and Loveland, T. R.}, title = {Temporal evolution of carbon budgets of the Appalachian forests in the U.S. from 1972 to 2000}, journal = {Forest Ecology and Management}, volume = {222}, number = {1-3}, pages = {191–201}, DOI = {10.1016/j.foreco.2005.09.028}, url = {https://doi.org/10.1016/j.foreco.2005.09.028}, year = {2006}, type = {Journal Article} } @article{629, author = {Liu, J. and Liu, S. and Loveland, T. R. and Tieszen, L. L.}, title = {Integrating remotely sensed land cover observations and a biogeochemical model for estimating forest ecosystem carbon dynamics}, journal = {Ecological Modelling}, volume = {219}, number = {3-4}, pages = {361–372}, DOI = {10.1016/j.ecolmodel.2008.04.019}, url = {https://doi.org/10.1016/j.ecolmodel.2008.04.019}, year = {2008}, type = {Journal Article} } @article{11725, author = {Liu, J. and Melloh, R. A. and Woodcock, C. E. and Davis, R. E. and Ochs, E. S.}, title = {The effect of viewing geometry and topography on viewable gap fractions through forest canopies}, journal = {Hydrological Processes}, volume = {18}, number = {18}, pages = {3595–3607}, DOI = {10.1002/hyp.5802}, url = {https://doi.org/10.1002/hyp.5802}, year = {2004}, type = {Journal Article} } @article{621, author = {Liu, J. and Melloh, R. A. and Woodcock, C. E. and Davis, R. E. and Painter, T. H. and McKenzie, C.}, title = {Modeling the view angle dependence of gap fractions in forest canopies—Implications for mapping fractional snow cover using optical remote sensing}, journal = {Journal of Hydrometeorology}, volume = {9}, number = {5}, pages = {1005–1019}, DOI = {10.1175/2008JHM866.1}, url = {https://doi.org/10.1175/2008JHM866.1}, year = {2008}, type = {Journal Article} } @article{611, author = {Liu, J. and Schaaf, C.B. and Strahler, A. and Jiao, Z. and Shuai, Y. and Zhang, Q. and Roman, M. and Augustine, J. A. and Dutton, E. G.}, title = {Validation of moderate resolution imaging spectroradiometer (MODIS) albedo retrieval algorithm—Dependence of albedo on solar zenith angle}, journal = {Journal of Geophysical Research Atmospheres}, volume = {114}, number = {1}, DOI = {10.1029/2008JD009969}, url = {https://doi.org/10.1029/2008JD009969}, year = {2009}, type = {Journal Article} } @article{11855, author = {Liu, J. and Sleeter, B. M. and Zhu, Z. and Loveland, T. R. and Sohl, T. and Howard, S. M. and Key, C. H. and Hawbaker, T. and Liu, S. and Reed, B. and Cochrane, M. A. and Heath, L. S. and Jiang, H. and Price, D. T. and Chen, J. M. and Zhou, D. and Bliss, N. B. and Wilson, T. and Sherba, J. and Zhu, Q. and Luo, Y. and Poulter, B.}, title = {Critical land change information enhances the understanding of carbon balance in the United States}, journal = {Global Change Biology}, volume = {26}, number = {7}, pages = {3920–3929}, DOI = {10.1111/gcb.15079}, url = {https://doi.org/10.1111/gcb.15079}, year = {2020}, type = {Journal Article} } @article{358, author = {Liu, J. and Vogelmann, J. E. and Zhu, Z. and Key, C. H. and Sleeter, B. M. and Price, D. T. and Chen, J. M. and Cochrane, M. A. and Eidenshink, J. C. and Howard, S. M. and Bliss, N. B. and Jiang, H.}, title = {Estimating California ecosystem carbon change using process model and land cover disturbance data—1951-2000}, journal = {Ecological Modelling}, volume = {222}, number = {14}, pages = {2333–2341}, DOI = {10.1016/j.ecolmodel.2011.03.042}, url = {https://doi.org/10.1016/j.ecolmodel.2011.03.042}, year = {2011}, type = {Journal Article} } @article{12263, author = {Liu, K. and Ke, L. and Wang, J. and Jiang, L. and Richards, K. S. and Sheng, Y. and Zhu, Y. and Fan, C. and Zhan, P. and Luo, S. and Cheng, J. and Chen, T. and Ma, R. and Liang, Q. and Madson, A. and Song, C.}, title = {Ongoing drainage reorganization driven by rapid lake growths on the Tibetan Plateau}, journal = {Geophysical Research Letters}, volume = {48}, number = {24}, abstract = {Drainage reorganization generally occurs on geological time scales under unstable river network conditions. A few local-scale studies indicate that recent climatic changes might accelerate the drainage reorganization process. However, large-scale drainage reorganization during the modern era is rarely documented. This study examines ongoing drainage reorganization on the endorheic Tibetan Plateau (TP) as a primary result of drastic lake expansion. A total of 11 drainage system reorganization events comprising 24 different lake basins and covering a total area of 61,115 km2 occurred between 2000 and 2018. Assuming the continued growth rate of TP lakes, we project another 20 basins will be reorganized before 2030. These drainage basin reorganizations not only alter hydrological processes in the endorheic TP but may also cause the endorheic-exorheic transition, leading to the upstream sprawl of the Yangtze River Basin and posing outburst flooding risks on China's key infrastructure such as the Qinghai-Tibet Railway. © 2021. American Geophysical Union. All Rights Reserved.}, DOI = {10.1029/2021GL095795}, url = {https://doi.org/10.1029/2021GL095795}, year = {2021}, type = {Journal Article} } @article{3249, author = {Liu, L. and Liang, L. and Schwartz, M. D. and Donnelly, A. and Wang, Z. and Schaaf, C. B. and Liu, L.}, title = {Evaluating the potential of MODIS satellite data to track temporal dynamics of autumn phenology in a temperate mixed forest}, journal = {Remote Sensing of Environment}, volume = {160}, pages = {156–165}, DOI = {10.1016/j.rse.2015.01.011}, url = {https://doi.org/10.1016/j.rse.2015.01.011}, year = {2015}, type = {Journal Article} } @article{10711, author = {Liu, L. and Zhang, X. and Yu, Y. and Gao, F. and Yang, Z.}, title = {Real-time monitoring of crop phenology in the Midwestern United States using VIIRS observations}, journal = {Remote Sensing}, volume = {10}, number = {10}, DOI = {10.3390/rs10101540}, url = {https://doi.org/10.3390/rs10101540}, year = {2018}, type = {Journal Article} } @article{11035, author = {Liu, M. and Yang, W. and Zhu, X. and Chen, J. and Chen, X. and Yang, L. and Helmer, E. H.}, title = {An Improved Flexible Spatiotemporal DAta Fusion (IFSDAF) method for producing high spatiotemporal resolution Normalized Difference Vegetation Index time series}, journal = {Remote Sensing of Environment}, volume = {227}, pages = {74–89}, DOI = {10.1016/j.rse.2019.03.012}, url = {https://doi.org/10.1016/j.rse.2019.03.012}, year = {2019}, type = {Journal Article} } @article{11633, author = {Liu, Q. and Basu, S. and Ganguly, S. and Mukhopadhyay, S. and DiBiano, R. and Karki, M. and Nemani, R.}, title = {DeepSat V2—Feature augmented convolutional neural nets for satellite image classification}, journal = {Remote Sensing Letters}, volume = {11}, number = {2}, pages = {156–165}, DOI = {10.1080/2150704X.2019.1693071}, url = {https://doi.org/10.1080/2150704X.2019.1693071}, year = {2020}, type = {Journal Article} } @article{10928, author = {Liu, Q. and Yan, G. and Jiao, Z. and Xiao, Q. and Wen, J. and Liang, S. and Wang, J. and Schaaf, C. and Strahler, A.}, title = {From geometric-optical remote sensing modeling to quantitative remote sensing science-In Memory of academician Xiaowen Li}, journal = {Remote Sensing}, volume = {10}, number = {11}, DOI = {10.3390/rs10111764}, url = {https://doi.org/10.3390/rs10111764}, year = {2018}, type = {Journal Article} } @article{192, author = {Liu, S. and Ding, W. and Gao, F. and Stepinski, T. F.}, title = {Adaptive Selective Learning for automatic identification of sub-kilometer craters}, journal = {Neurocomputing}, volume = {92}, pages = {78–87}, DOI = {10.1016/j.neucom.2011.11.023}, url = {https://doi.org/10.1016/j.neucom.2011.11.023}, year = {2012}, type = {Journal Article} } @misc{859, author = {Liu, S. and Li, Z. and Liu, J. and Loveland, T.R. and Chen, M. and Tieszen, L.}, title = {Upscaling terrestrial carbon dynamics from sites to regions with uncertainty measures—The GEMS experience}, publisher = {International Environmental Modelling & Software Society}, volume = {Proceedings}, pages = {1–6}, month = {9–13 August 2006}, note = {READY}, DOI = {http://www.iemss.org/iemss2006/papers/w15/371_Liu_0.pdf}, url = {http://www.iemss.org/iemss2006/papers/w15/371_Liu_0.pdf}, year = {2006}, type = {Conference Paper} } @article{1043, author = {Liu, S. and Loveland, T. R. and Kurtz, R. M.}, title = {Contemporary carbon dynamics in terrestrial ecosystems in the Southeastern Plains of the United States}, journal = {Environmental Management}, volume = {33}, number = {S 1}, pages = {S442–S456}, DOI = {10.1007/s00267-003-9152-z}, url = {https://doi.org/10.1007/s00267-003-9152-z}, year = {2004}, type = {Journal Article} } @article{10643, author = {Liu, W. and Gopal, S. and Woodcock, C. E.}, title = {Uncertainty and confidence in land cover classification using a hybrid classifier approach}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {70}, number = {8}, pages = {963–971}, DOI = {10.14358/PERS.70.8.963}, url = {https://doi.org/10.14358/PERS.70.8.963}, year = {2004}, type = {Journal Article} } @article{1073, author = {Liu, W. and Seto, K. C. and Wu, E. Y. and Gopal, S. and Woodcock, C. E.}, title = {ART-MMAP—A neural network approach to subpixel classification}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {42}, number = {9}, pages = {1976–1983}, DOI = {10.1109/TGRS.2004.831893}, url = {https://doi.org/10.1109/TGRS.2004.831893}, year = {2004}, type = {Journal Article} } @article{695, author = {Liu, W. and Song, C. and Schroeder, T. A. and Cohen, W. B.}, title = {Predicting forest successional stages using multitemporal Landsat imagery with forest inventory and analysis data}, journal = {International Journal of Remote Sensing}, volume = {29}, number = {13}, pages = {3855–3872}, DOI = {10.1080/01431160701840166}, url = {https://doi.org/10.1080/01431160701840166}, year = {2008}, type = {Journal Article} } @article{3635, author = {Liu, Y. and Hill, M. J. and Zhang, X. and Wang, Z. and Richardson, A. D. and Hufkens, K. and Filippa, G. and Baldocchi, D. D. and Ma, S. and Verfaillie, J. and Schaaf, C. B.}, title = {Using data from Landsat, MODIS, VIIRS and PhenoCams to monitor the phenology of California oak/grass savanna and open grassland across spatial scales}, journal = {Agricultural and Forest Meteorology}, volume = {237-238}, pages = {311–325}, DOI = {10.1016/j.agrformet.2017.02.026}, url = {https://doi.org/10.1016/j.agrformet.2017.02.026}, year = {2017}, type = {Journal Article} } @article{12267, author = {Liu, Y. and McDonough MacKenzie, C. and Primack, R. B. and Hill, M. J. and Zhang, X. and Wang, Z. and Schaaf, C. B.}, title = {Using remote sensing to monitor the spring phenology of Acadia National Park across elevational gradients}, journal = {Ecosphere}, volume = {12}, number = {12}, abstract = {Greenup dates and their responses to elevation and temperature variations across the mountains of Acadia National Park are monitored using remote sensing data, including Landsat 8 surface reflectances (at a 30-m spatial resolution) and VIIRS reflectances adjusted to a nadir view (gridded at a 500-m spatial resolution), during the 2013–2016 growing seasons. The 30-m resolution provides a better scale for studying the phenology variation across elevational gradients than the 500-m resolution, as greenup dates monitored at 30-m scale have better agreement with leaf-out dates recorded in the field alongside the north–south-oriented hiking trails on three of the park’s tallest mountains (466 m, 418 m, and 380 m), and can provide landcover-specific analysis. The spring phenology responses to temperature and elevation vary among different spatial scales. Greenup dates of Acadia National Park monitored at 30-m scale show a weak advancing trend with higher spring temperature, while greenup dates monitored at 500 m show a weak delaying trend. The species mix within landcover at 30-m scale could weaken the advancing trend detected at field observation level. The landcover mix and elevation variation within 500-m scale could alter the spring phenology response to spring temperature variation. Greenup dates monitored at both 30-m and 500-m scales vary among different elevational zones, aspects, landcovers, and years. However, the relationship between greenup dates and elevation is rather weak. © 2021 The Authors. Ecosphere published by Wiley Periodicals LLC on behalf of The Ecological Society of America.}, DOI = {10.1002/ecs2.3888}, url = {https://doi.org/10.1002/ecs2.3888}, year = {2021}, type = {Journal Article} } @misc{3581, author = {Liu, Y. and Sun, Q. and Wang, Z. and Schaaf, C.B. and Erb, A.}, title = {Evaluation of VIIIRS daily BRDF, albedo, and NBAR product using the MODIS Collection V006 product and in situ measurements}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1962–1965}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7729505}, url = {https://doi.org/10.1109/IGARSS.2016.7729505}, year = {2016}, type = {Conference Paper} } @article{3770, author = {Liu, Y. and Wang, Z. and Sun, Q. and Erb, A. M. and Li, Z. and Schaaf, C. B. and Zhang, X. and Román, M. O. and Scott, R. L. and Zhang, Q. and Novick, K. A. and Syndonia Bret-Harte, M. and Petroy, S. and SanClements, M.}, title = {Evaluation of the VIIRS BRDF, Albedo and NBAR products suite and an assessment of continuity with the long term MODIS record}, journal = {Remote Sensing of Environment}, volume = {201}, pages = {256–274}, DOI = {10.1016/j.rse.2017.09.020}, url = {https://doi.org/10.1016/j.rse.2017.09.020}, year = {2017}, type = {Journal Article} } @article{2437, author = {Loboda, T. V. and Giglio, L. and Boschetti, L. and Justice, C. O.}, title = {Regional fire monitoring and characterization using global NASA MODIS fire products in dry lands of Central Asia}, journal = {Frontiers of Earth Science}, volume = {6}, number = {2}, pages = {196–205}, DOI = {10.1007/s11707-012-0313-3}, url = {https://doi.org/10.1007/s11707-012-0313-3}, year = {2012}, type = {Journal Article} } @article{770, author = {Lobser, S. E. and Cohen, W. B.}, title = {MODIS tasselled cap—Land cover characteristics expressed through transformed MODIS data}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {22}, pages = {5079–5101}, DOI = {10.1080/01431160701253303}, url = {https://doi.org/10.1080/01431160701253303}, year = {2007}, type = {Journal Article} } @misc{11042, author = {Lockwood, R. B. and Chrisp, M. P. and Parameswaran, L. and Thome, K. J. and Babu, S. R.}, title = {Remote sensing using VNIR/SWIR dispersive imaging spectrometers—Historical development, current state-of-the-art, and furture trends}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6332–6335}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8518887}, url = {https://doi.org/10.1109/IGARSS.2018.8518887}, year = {2018}, type = {Conference Paper} } @article{474, author = {Long, J. and Nelson, T. and Wulder, M.A.}, title = {Regionalization of landscape pattern indices using multivariate cluster analysis}, journal = {Environmental Management}, volume = {46}, number = {1}, pages = {134–142}, DOI = {10.1007/s00267-010-9510-6}, url = {https://doi.org/10.1007/s00267-010-9510-6}, year = {2010}, type = {Journal Article} } @article{472, author = {Long, J. A. and Nelson, T. A. and Wulder, M. A.}, title = {Characterizing forest fragmentation—Distinguishing change in composition from configuration}, journal = {Applied Geography}, volume = {30}, number = {3}, pages = {426–435}, DOI = {10.1016/j.apgeog.2009.12.002}, url = {https://doi.org/10.1016/j.apgeog.2009.12.002}, year = {2010}, type = {Journal Article} } @article{499, author = {Long, J. A. and Nelson, T. A. and Wulder, M. A.}, title = {Local indicators for categorical data—Impacts of scaling decisions}, journal = {Canadian Geographer}, volume = {54}, number = {1}, pages = {15–28}, DOI = {10.1111/j.1541-0064.2009.00300.x}, url = {https://doi.org/10.1111/j.1541-0064.2009.00300.x}, year = {2010}, type = {Journal Article} } @article{538, author = {Lorent, H. and Sonnenschein, R. and Tsiourlis, G. M. and Hostert, P. and Lambin, E.}, title = {Livestock subsidies and rangeland degradation in central Crete}, journal = {Ecology and Society}, volume = {14}, number = {2}, DOI = {http://www.ecologyandsociety.org/vol14/iss2/art41/}, url = {http://www.ecologyandsociety.org/vol14/iss2/art41/}, year = {2009}, type = {Journal Article} } @article{3714, author = {Lorenz, D. J. and Otkin, J. A. and Svoboda, M. and Hain, C. R. and Anderson, M. C. and Zhong, Y.}, title = {Predicting the U.S. drought monitor using precipitation, soil moisture, and evapotranspiration anomalies. Part II—Intraseasonal drought intensification forecasts}, journal = {Journal of Hydrometeorology}, volume = {18}, number = {7}, pages = {1963–1982}, DOI = {10.1175/JHM-D-16-0067.1}, url = {https://doi.org/10.1175/JHM-D-16-0067.1}, year = {2017}, type = {Journal Article} } @article{3715, author = {Lorenz, D. J. and Otkin, J. A. and Svoboda, M. and Hain, C. R. and Anderson, M. C. and Zhong, Y.}, title = {Predicting U.S. drought monitor states using precipitation, soil moisture, and evapotranspiration anomalies. Part I—Development of a nondiscrete USDM index}, journal = {Journal of Hydrometeorology}, volume = {18}, number = {7}, pages = {1943–1962}, DOI = {10.1175/JHM-D-16-0066.1}, url = {https://doi.org/10.1175/JHM-D-16-0066.1}, year = {2017}, type = {Journal Article} } @article{12173, author = {Loría-Salazar, S. M. and Sayer, A. M. and Barnes, J. and Huang, J. and Flynn, C. and Lareau, N. and Lee, J. and Lyapustin, A. and Redemann, J. and Welton, E. J. and Wilkins, J. L. and Holmes, H. 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R.}, title = {Toward a national fuels mapping strategy—Lessons from selected mapping programs}, journal = {International Journal of Wildland Fire}, volume = {10}, number = {3–4}, pages = {289–299}, DOI = {10.1071/WF01030}, url = {https://doi.org/10.1071/WF01030}, year = {2001}, type = {Journal Article} } @inbook{10957, author = {Loveland, Thomas R.}, title = {History of land-cover mapping}, booktitle = {Remote sensing of land use and land cover—Principles and applications}, editor = {Giri, Chandra P.}, connective phrase = {History of land-cover mapping}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, chapter = {chap. 2}, pages = {13–22}, DOI = {10.1201/b11964-4}, url = {https://doi.org/10.1201/b11964-4}, year = {2012}, type = {Book Section} } @article{12304, author = {Loveland, Thomas R. and Anderson, M.C. and Huntington, J. L. and Irons, J.R. and Johnson, D.M. and Rocchio, L.E.P. and Woodcock, C. 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M. and Overpeck, J. T. and Webb, R. S. and Wessman, C. and Goetz, A. F. H.}, title = {Response of Nebraska Sand Hills natural vegetation to drought, fire, grazing, and plant functional type shifts as simulated by the Century model}, journal = {Climatic Change}, volume = {63}, number = {1–2}, pages = {49–90}, DOI = {10.1023/B:CLIM.0000018516.53419.90}, url = {https://doi.org/10.1023/B:CLIM.0000018516.53419.90}, year = {2004}, type = {Journal Article} } @article{3782, author = {Manninen, T. and Riihela, A. and Heidinger, A. and Schaaf, C.B. and Lattanzio, A. and Key, J.}, title = {Intercalibration of polar-orbiting spectral radiometers without simultaneous observations}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {56}, number = {3}, pages = {1507–1519}, DOI = {10.1109/TGRS.2017.2764627}, url = {https://doi.org/10.1109/TGRS.2017.2764627}, year = {2018}, type = {Journal Article} } @misc{3561, author = {Manninen, T. and Riihelä, A. and Schaaf, C.B. and Key, J. and Lattanzio, A.}, title = {Intercalibration of two polar satellite instruments without simultaneous Nadir observations}, publisher = {European Space Agency}, volume = {ESA SP 740}, pages = {1–8}, month = {9–13 May 2016}, note = {READY}, DOI = {http://www.scope-cm.org/wpcms/wp-content/uploads/2016/07/manninen_et_al_ESA_livingPlanet_2016.pdf}, url = {http://www.scope-cm.org/wpcms/wp-content/uploads/2016/07/manninen_et_al_ESA_livingPlanet_2016.pdf}, year = {2016}, type = {Conference Paper} } @misc{5556, author = {Manton, M. J. and Belward, A.S. and Harrison, D. E. and Kuhn, A. and Lefale, P. and Rösner, S. and Simmons, A. and Westermeyer, W. and Zillman, J.}, title = {Observation needs for climate services and research}, publisher = {Elsevier}, volume = {v. 1}, pages = {184–101}, month = {31 August–4 September 2009}, note = {READY}, DOI = {10.1016/j.proenv.2010.09.012}, url = {https://doi.org/10.1016/j.proenv.2010.09.012}, year = {2010}, type = {Conference Paper} } @misc{11976, author = {Marconcini, M. and Gorelick, N. and Metz-Marconcini, A. and Esch, T.}, title = {Accurately monitoring urbanization at global scale—The world settlement footprint}, publisher = {IOPScience}, volume = {IOP Conference Series—Earth and Environmental Science v. 509}, month = {24–27 September 2019}, note = {READY}, DOI = {10.1088/1755-1315/509/1/012036}, url = {https://doi.org/10.1088/1755-1315/509/1/012036}, year = {2020}, type = {Conference Paper} } @article{12171, author = {Marconcini, M. and Metz-Marconcini, A. and Esch, T. and Gorelick, N.}, title = {Understanding current trends in global urbanisation—The world settlement footprint suite}, journal = {GI_Forum}, volume = {9}, number = {1}, pages = {33–38}, DOI = {10.1553/GISCIENCE2021_01_S33}, url = {https://doi.org/10.1553/GISCIENCE2021_01_S33}, year = {2021}, type = {Journal Article} } @article{3286, author = {Margolis, H. A. and Nelson, R. F. and Montesano, P. M. and Beaudoin, A. and Sun, G. and Andersen, H. E. and Wulder, M. A.}, title = {Combining satellite lidar, airborne lidar, and ground plots to estimate the amount and distribution of aboveground biomass in the boreal forest of North America}, journal = {Canadian Journal of Forest Research}, volume = {45}, number = {7}, pages = {838–855}, DOI = {10.1139/cjfr-2015-0006}, url = {https://doi.org/10.1139/cjfr-2015-0006}, year = {2015}, type = {Journal Article} } @article{8647, author = {Margono, B. A. and Bwangoy, J. R. B. and Potapov, P. V. and Hansen, M. C.}, title = {Mapping wetlands in Indonesia using Landsat and PALSAR data-sets and derived topographical indices}, journal = {Geo-Spatial Information Science}, volume = {17}, number = {1}, pages = {60–71}, DOI = {10.1080/10095020.2014.898560}, url = {https://doi.org/10.1080/10095020.2014.898560}, year = {2014}, type = {Journal Article} } @article{8582, author = {Margono, B. A. and Potapov, P. V. and Turubanova, S. and Stolle, F. and Hansen, M. C.}, title = {Primary forest cover loss in indonesia over 2000-2012}, journal = {Nature Climate Change}, volume = {4}, number = {8}, pages = {730–735}, DOI = {10.1038/nclimate2277}, url = {https://doi.org/10.1038/nclimate2277}, year = {2014}, type = {Journal Article} } @article{8719, author = {Margono, B. A. and Turubanova, S. and Zhuravleva, I. and Potapov, P. and Tyukavina, A. and Baccini, A. and Goetz, S. and Hansen, M. C.}, title = {Mapping and monitoring deforestation and forest degradation in Sumatra (Indonesia) using Landsat time series data sets from 1990 to 2010}, journal = {Environmental Research Letters}, volume = {7}, number = {3}, DOI = {10.1088/1748-9326/7/3/034010}, url = {https://doi.org/10.1088/1748-9326/7/3/034010}, year = {2012}, type = {Journal Article} } @article{8419, author = {Mariano, D. A. and Santos, C. A. C. D. and Wardlow, B. D. and Anderson, M. C. and Schiltmeyer, A. V. and Tadesse, T. and Svoboda, M. D.}, title = {Use of remote sensing indicators to assess effects of drought and human-induced land degradation on ecosystem health in Northeastern Brazil}, journal = {Remote Sensing of Environment}, volume = {213}, pages = {129–143}, DOI = {10.1016/j.rse.2018.04.048}, url = {https://doi.org/10.1016/j.rse.2018.04.048}, year = {2018}, type = {Journal Article} } @article{8763, author = {Marin, J. and Rapacciuolo, G. and Costa, G. C. and Graham, C. H. and Brooks, T. M. and Young, B. E. and Radeloff, V. C. and Behm, J. E. and Helmus, M. R. and Hedges, S. B.}, title = {Evolutionary time drives global tetrapod diversity}, journal = {Proceedings of the Royal Society B—Biological Sciences}, volume = {285}, number = {1872}, DOI = {10.1098/rspb.2017.2378}, url = {https://doi.org/10.1098/rspb.2017.2378}, year = {2018}, type = {Journal Article} } @misc{6146, author = {Marinho, E. and Vancutsem, C. and Fasbender, D. and Kayitakire, F. and Pini, G. and Pekel, J. F.}, title = {Estimation of sowing dates at the village level—A probabilistic approach based on vegetation onset detections}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {496–501}, month = {2–4 August 2012}, note = {READY}, DOI = {10.1109/Agro-Geoinformatics.2012.6311695}, url = {https://doi.org/10.1109/Agro-Geoinformatics.2012.6311695}, year = {2012}, type = {Conference Paper} } @article{9058, author = {Marinho, E. and Vancutsem, C. and Fasbender, D. and Kayitakire, F. and Pini, G. and Pekel, J. F.}, title = {From remotely sensed vegetation onset to sowing dates—Aggregating pixel-level detections into village-level sowing probabilities}, journal = {Remote Sensing}, volume = {6}, number = {11}, pages = {10947–10965}, DOI = {10.3390/rs61110947}, url = {https://doi.org/10.3390/rs61110947}, year = {2014}, type = {Journal Article} } @article{2170, author = {Mariotto, I. and Thenkabail, P. S. and Huete, A. and Slonecker, E. T. and Platonov, A.}, title = {Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission}, journal = {Remote Sensing of Environment}, volume = {139}, pages = {291–305}, DOI = {10.1016/j.rse.2013.08.002}, url = {https://doi.org/10.1016/j.rse.2013.08.002}, year = {2013}, type = {Journal Article} } @article{9060, author = {Markham, B. and Barsi, J. and Kvaran, G. and Ong, L. and Kaita, E. and Biggar, S. and Czapla-Myers, J. and Mishra, N. and Helder, D.L.}, title = {Landsat-8 operational land imager radiometric calibration and stability}, journal = {Remote Sensing}, volume = {6}, number = {12}, pages = {12275–12308}, DOI = {10.3390/rs61212275}, url = {https://doi.org/10.3390/rs61212275}, year = {2014}, type = {Journal Article} } @misc{10872, author = {Markham, B. and Barsi, J. and Montanaro, M. and McCorkel, J. and Gerace, A. and Pedelty, J. and Hook, S. and Raqueno, N. and Anderson, C. and Haque, M. O.}, title = {Landsat-8 on-orbit and Landsat-9 pre-launch sensor radiometric characterization}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10781}, month = {24–26 September 2018}, note = {READY}, DOI = {10.1117/12.2324715}, url = {https://doi.org/10.1117/12.2324715}, year = {2018}, type = {Conference Paper} } @article{2795, author = {Markham, B. and Goward, S.N. and Arvidson, T. and Barsi, J. and Scaramuzza, P.}, title = {Landsat-7 long-term acquisition plan radiometry—Evolution over time}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {10}, pages = {1129–1135}, DOI = {10.14358/PERS.72.10.1129}, url = {https://doi.org/10.14358/PERS.72.10.1129}, year = {2006}, type = {Journal Article} } @misc{12049, author = {Markham, B. and Jenstrom, D. and Sauer, B. and Pszcolka, S. and Dulski, V. and Hair, J. and McCorkel, J. and Kvaran, G. and Thome, K. and Montanaro, M. and Pedelty, J. and Anderson, C. and Choate, M. and Barsi, J. and Kaita, E. and Miller, J.}, title = {Landsat 9 mission update and status}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11501}, month = {24 August–4 September 2020}, note = {READY}, DOI = {10.1117/12.2569748}, url = {https://doi.org/10.1117/12.2569748}, year = {2020}, type = {Conference Paper} } @misc{12237, author = {Markham, B. L. and Anderson, C. H. and Choate, M. J. and Crawford, C. J. and Jenstrom, D. T. and Masek, J. A. and Pedelty, J. A. and Sauer, B. K. and Thome, K. J.}, title = {Landsat 9—Ready for launch}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11829}, month = {1–5 August 2021}, note = {READY}, DOI = {10.1117/12.2595885}, url = {https://doi.org/10.1117/12.2595885}, year = {2021}, type = {Conference Paper} } @misc{10083, author = {Markham, B. L. and Barker, J. L. and Barsi, J. A. and Kaita, E. and Thome, K. J. and Helder, D. L. and Palluconi, F. D. and Schott, J. R. and Scaramuzza, P.}, title = {Landsat-7 ETM+ radiometric stability and absolute calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4881}, pages = {308–318}, month = {23–26 September 2002}, note = {READY}, DOI = {10.1117/12.462998}, url = {https://doi.org/10.1117/12.462998}, year = {2002}, type = {Conference Paper} } @misc{10320, author = {Markham, Brian L. and Barker, John L. and Boncyk, Wayne C. and Kaita, Ed and Helder, Dennis L.}, title = {Landsat-7 Enhanced Thematic Mapper Plus in-flight radiometric calibration}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1273–1275}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516635}, url = {https://doi.org/10.1109/IGARSS.1996.516635}, year = {1996}, type = {Conference Paper} } @misc{10124, author = {Markham, B. L. and Barker, J. L. and Kaita, E. and Barsi, J. A. and Helder, D. L. and Palluconi, F. D. and Schott, J. R. and Thome, K. J. and Morfitt, R. and Scaramuzza, P.}, title = {Landsat-7 ETM+ radiometric calibration—Two years on-orbit}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {518–520}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976208}, url = {https://doi.org/10.1109/IGARSS.2001.976208}, year = {2001}, type = {Conference Paper} } @misc{2713, author = {Markham, Brian L. and Barker, John L. and Pedelty, Jeffrey A. and Irons, James R. and Williams, Darrel L.}, title = {Landsat-7 mission update and on-orbit ETM+ radiometric performance}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1494–1496}, month = {28 June–2 July 1999}, note = {READY}, DOI = {10.1109/IGARSS.1999.771998}, url = {https://doi.org/10.1109/IGARSS.1999.771998}, year = {1999}, type = {Conference Paper} } @misc{839, author = {Markham, B. L. and Barsi, J. A. and Helder, D. L. and Thome, K. J. and Barker, J. L.}, title = {Evaluation of the Landsat-5 TM radiometric calibration history using desert test sites}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6361}, month = {11–13 September 2006}, note = {READY}, DOI = {10.1117/12.690065}, url = {https://doi.org/10.1117/12.690065}, year = {2006}, type = {Conference Paper} } @misc{3235, author = {Markham, B. L. and Barsi, J. A. and Kaita, E. and Ong, L. and Haque, M. O. and Mishra, N. and Czapla-Myers, J. and Pahlevan, N. and Helder, D.L.}, title = {Landsat-8 Operational Land Imager on-orbit radiometric calibration and stability}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9218}, month = {18–20 August 2014}, note = {READY}, DOI = {10.1117/12.2063159}, url = {https://doi.org/10.1117/12.2063159}, year = {2014}, type = {Conference Paper} } @misc{9159, author = {Markham, B. L. and Barsi, J. A. and Morfitt, R. and Choate, M. and Montanaro, M. and Arvidson, T. and Irons, J. R.}, title = {Landsat 8—Status and on-orbit performance}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9639}, month = {21–24 September 2015}, note = {READY}, DOI = {10.1117/12.2194905}, url = {https://doi.org/10.1117/12.2194905}, year = {2015}, type = {Conference Paper} } @misc{9949, author = {Markham, B. L. and Barsi, J. A. and Thome, K. J. and Barker, J. L. and Scaramuzza, P. L. and Helder, D. L.}, title = {SLC-off Landsat-7 ETM+ reflective band radiometric calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5882}, month = {31 July–1 August 2005}, note = {READY}, DOI = {10.1117/12.620021}, url = {https://doi.org/10.1117/12.620021}, year = {2005}, type = {Conference Paper} } @article{10524, author = {Markham, B. L. and Boncyk, W. E. and Helder, D. L. and Barker, J. L.}, title = {Landsat-7 enhanced thematic mapper plus radiometric calibration}, journal = {Canadian Journal of Remote Sensing}, volume = {23}, number = {4}, pages = {318–332}, DOI = {10.1080/07038992.1997.10855218}, url = {https://doi.org/10.1080/07038992.1997.10855218}, year = {1997}, type = {Journal Article} } @misc{2944, author = {Markham, B. L. and Dabney, P. W. and Reuter, D. and Thome, K. J. and Irons, J. R. and Barsi, J. A. and Montanaro, M.}, title = {Landsat Data Continuity Mission operational land imager and thermal infrared sensor performance}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8153}, month = {23–25 August 2011}, note = {READY}, DOI = {10.1117/12.895542}, url = {https://doi.org/10.1117/12.895542}, year = {2011}, type = {Conference Paper} } @article{246, author = {Markham, B. L. and Haque, M. O. and Barsi, J. A. and Micijevic, E. and Helder, D. L. and Thome, K. J. and Aaron, D.B. and Czapla-Myers, J. S.}, title = {Landsat-7 ETM+—12 years on-orbit reflective-band radiometric performance}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {50}, number = {5 PART 2}, pages = {2056–2062}, DOI = {10.1109/TGRS.2011.2169803}, url = {https://doi.org/10.1109/TGRS.2011.2169803}, year = {2012}, type = {Journal Article} } @article{215, author = {Markham, B. L. and Helder, D. L.}, title = {Forty-year calibrated record of earth-reflected radiance from Landsat—A review}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {30–40}, DOI = {10.1016/j.rse.2011.06.026}, url = {https://doi.org/10.1016/j.rse.2011.06.026}, year = {2012}, type = {Journal Article} } @misc{2942, author = {Markham, B. L. and Knight, E. J. and Canova, B. and Donley, E. and Kvaran, G. and Lee, K. and Barsi, J. A. and Pedelty, J. A. and Dabney, P. W. and Irons, J. R.}, title = {The Landsat Data Continuity Mission Operational Land Imager (OLI) sensor}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6995–6998}, month = {22–27 July 2012}, note = {READY}, DOI = {10.1109/IGARSS.2012.6351961}, url = {https://doi.org/10.1109/IGARSS.2012.6351961}, year = {2012}, type = {Conference Paper} } @misc{840, author = {Markham, B. L. and Ong, L. and Barsi, J. A. and Mendenhall, J. A. and Lencioni, D. E. and Helder, D. L. and Hollaren, D. M. and Morfitt, R.}, title = {Radiometric calibration stability of the EO-1 Advanced Land Imager—5 years on-orbit}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6361}, month = {11–13 September 2006}, note = {READY}, DOI = {10.1117/12.690058}, url = {https://doi.org/10.1117/12.690058}, year = {2006}, type = {Conference Paper} } @misc{2940, author = {Markham, B. L. and Storey, J. C. and Irons, J. R.}, title = {Landsat Data Continuity Mission - now Landsat-8—six months on orbit}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8866}, month = {26–29 August 2013}, note = {READY}, DOI = {10.1117/12.2025290}, url = {https://doi.org/10.1117/12.2025290}, year = {2013}, type = {Conference Paper} } @article{2705, author = {Markham, B. L. and Storey, J. C. and Williams, D.L. and Irons, J. R.}, title = {Landsat sensor performance—History and current status}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {42}, number = {12}, pages = {2691–2694}, DOI = {10.1109/TGRS.2004.840720}, url = {https://doi.org/10.1109/TGRS.2004.840720}, year = {2004}, type = {Journal Article} } @article{1056, author = {Markham, B. L. and Thome, K. J. and Barsi, J. A. and Kaita, E. and Helder, D. L. and Barker, J. L. and Scaramuzza, P. L.}, title = {Landsat-7 ETM+ on-orbit reflective-band radiometric stability and absolute calibration}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {42}, number = {12}, pages = {2810–2820}, DOI = {10.1109/TGRS.2004.836389}, url = {https://doi.org/10.1109/TGRS.2004.836389}, year = {2004}, type = {Journal Article} } @article{12259, author = {Marshak, A. and Ackerman, A. and da Silva, A. M. and Eck, T. and Holben, B. and Kahn, R. and Kleidman, R. and Knobelspiesse, K. and Levy, R. and Lyapustin, A. and Oreopoulos, L. and Remer, L. and Torres, O. and Várnai, T. and Wen, G. and Yorks, J.}, title = {Aerosol properties in cloudy environments from remote sensing observations. A review of the current state of knowledge}, journal = {Bulletin of the American Meteorological Society}, volume = {102}, number = {11}, pages = {E2177–E2197}, abstract = {Aerosol properties are fundamentally different near clouds than away from clouds. This paper reviews the current state of knowledge of aerosol properties in the near-low-cloud environment and quantitatively compares them with aerosols far from clouds, according to remote sensing observations. It interprets observations of aerosol properties from different sensors using satellite, aircraft, and ground-based observations. The correlation (and anticorrelation) between proximity to cloud and aerosol properties is discussed. Retrieval artifacts in the near-cloud environment are demonstrated and quantified for different sensor attributes and environmental conditions. Finally, the paper describes the possible corrections for near-cloud enhancement in remote sensing retrievals. This study is timely in view of science definition studies for NASA’s Aerosol, Cloud, Convection and Precipitation (ACCP) mission, which will also seek to directly link aerosol properties to nearby clouds. ©2021 American Meteorological Society For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy.}, DOI = {10.1175/BAMS-D-20-0225.1}, url = {https://doi.org/10.1175/BAMS-D-20-0225.1}, year = {2021}, type = {Journal Article} } @article{8768, author = {Marshak, A. and Davis, A. and Cahalan, R. F. and Wiscombe, W.}, title = {Nonlocal independent pixel approximation—Direct and inverse problems}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {36}, number = {1}, pages = {192–205}, DOI = {10.1109/36.655329}, url = {https://doi.org/10.1109/36.655329}, year = {1998}, type = {Journal Article} } @article{8506, author = {Marshak, A. and Davis, A. and Wiscombe, W. and Cahalan, R.F.}, title = {Inhomogeneity effects on cloud shortwave absorption measurements—Two-aircraft simulations}, journal = {Journal of Geophysical Research Atmospheres}, volume = {102}, number = {14}, pages = {16619–16637}, DOI = {10.1029/97JD01153 }, url = {https://doi.org/10.1029/97JD01153}, year = {1997}, type = {Journal Article} } @article{8904, author = {Marshak, A. and Davis, A. and Wiscombe, W. and Cahalan, R.F.}, title = {Scale invariance in liquid water distributions in marine stratocumulus. Part II—Multifractal properties and intermittency issues}, journal = {Journal of the Atmospheric Sciences}, volume = {54}, number = {11}, pages = {1423–1444}, DOI = {10.1175/1520-0469(1997)054<1423:SIILWD>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0469(1997)054<1423:SIILWD>2.0.CO;2}, year = {1997}, type = {Journal Article} } @article{8511, author = {Marshak, A. and Davis, A. and Wiscombe, W. and Cahalan, R.F.}, title = {Radiative effects of sub-mean free path liquid water variability observed in stratiform clouds}, journal = {Journal of Geophysical Research Atmospheres}, volume = {103}, number = {D16}, pages = {19557–19567}, DOI = {10.1029/98JD01728}, url = {https://doi.org/10.1029/98JD01728}, year = {1998}, type = {Journal Article} } @article{8898, author = {Marshak, A. and Davis, A. and Wiscombe, W. and Ridgway, W. and Cahalan, R.F.}, title = {Biases in shortwave column absorption in the presence of fractal clouds}, journal = {Journal of Climate}, volume = {11}, number = {3}, pages = {431–446}, DOI = {10.1175/1520-0442(1998)011<0431:BISCAI>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0442(1998)011<0431:BISCAI>2.0.CO;2}, year = {1998}, type = {Journal Article} } @article{10742, author = {Marshak, A. and Herman, J. and Szabo, A. and Blank, K. and Carn, S. and Cede, A. and Geogdzhayev, I. and Huang, D. and Huang, L. K. and Knyazikhin, Y. and Kowalewski, M. and Krotkov, N. and Lyapustin, A. and McPeters, R. and Meyer, K. G. and Torres, O. and Yang, Y.}, title = {Earth observations from DSCOVR epic instrument}, journal = {Bulletin of the American Meteorological Society}, volume = {99}, number = {9}, pages = {1829–1850}, DOI = {10.1175/BAMS-D-17-0223.1}, url = {https://doi.org/10.1175/BAMS-D-17-0223.1}, year = {2018}, type = {Journal Article} } @article{2934, author = {Marshak, A. and Oreopoulos, L. and Davis, A. B. and Wiscombe, W. J. and Cahalan, R. F.}, title = {Horizontal radiative fluxes in clouds and accuracy of the Independent Pixel Approximation at absorbing wavelengths}, journal = {Geophysical Research Letters}, volume = {26}, number = {11}, pages = {1585–1588}, DOI = {10.1029/1999GL90030}, url = {https://doi.org/10.1029/1999GL90030}, year = {1999}, type = {Journal Article} } @article{8538, author = {Marshak, A. and Platnick, S. and Várnai, T. and Wen, G. and Cahalan, R. F.}, title = {Impact of three-dimensional radiative effects on satellite retrievals of cloud droplet sizes}, journal = {Journal of Geophysical Research Atmospheres}, volume = {111}, number = {9}, DOI = {10.1029/2005JD006686}, url = {https://doi.org/10.1029/2005JD006686}, year = {2006}, type = {Journal Article} } @article{10586, author = {Marshak, A. and Wiscombe, W. and Davis, A. and Oreopoulos, L. and Cahalan, R.F.}, title = {On the removal of the effect of horizontal fluxes in two-aircraft measurements of cloud absorption}, journal = {Quarterly Journal of the Royal Meteorological Society}, volume = {125}, number = {558}, pages = {2153–2170}, DOI = {10.1256/smsqj.55810}, url = {https://doi.org/10.1256/smsqj.55810}, year = {1999}, type = {Journal Article} } @article{9120, author = {Marshall, M. and Thenkabail, P.S.}, title = {Biomass modeling of four leading world crops using hyperspectral narrowbands in support of HyspIRI mission}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {80}, number = {8}, pages = {757–772}, DOI = {10.14358/PERS.80.8.757}, url = {https://doi.org/10.14358/PERS.80.8.757}, year = {2014}, type = {Journal Article} } @article{8261, author = {Marshall, M. and Thenkabail, P.S.}, title = {Advantage of hyperspectral EO-1 Hyperion over multispectral IKONOS, GeoEye-1, WorldView-2, Landsat ETM+, and MODIS vegetation indices in crop biomass estimation}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {108}, pages = {205–218}, DOI = {10.1016/j.isprsjprs.2015.08.001}, url = {https://doi.org/10.1016/j.isprsjprs.2015.08.001}, year = {2015}, type = {Journal Article} } @article{9061, author = {Marshall, M. and Thenkabail, P.S.}, title = {Developing in situ non-destructive estimates of crop biomass to address issues of scale in remote sensing}, journal = {Remote Sensing}, volume = {7}, number = {1}, pages = {808–835}, DOI = {10.3390/rs70100808}, url = {https://doi.org/10.3390/rs70100808}, year = {2015}, type = {Journal Article} } @article{8173, author = {Marshall, M. and Thenkabail, P.S. and Biggs, T. and Post, K.}, title = {Hyperspectral narrowband and multispectral broadband indices for remote sensing of crop evapotranspiration and its components (transpiration and soil evaporation)}, journal = {Agricultural and Forest Meteorology}, volume = {218–219}, pages = {122–134}, DOI = {10.1016/j.agrformet.2015.12.025}, url = {https://doi.org/10.1016/j.agrformet.2015.12.025}, year = {2016}, type = {Journal Article} } @misc{7793, author = {Martin, H. M. and Allen, R. G. and Angel, J. R. P. and Burge, J. H. and Davison, W. B. and DeRigne, S. T. and Dettmann, L. R. and Ketelsen, D. A. and Kittrell, W. C. and Miller, S. M. and Strittmatter, P. A. and West, S. C.}, title = {Fabrication and measured quality of the MMT primary mirror}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3352}, pages = {194–204}, month = {23–25 March 1998}, note = {READY}, DOI = {10.1117/12.319255}, url = {https://doi.org/10.1117/12.319255}, year = {1998}, type = {Conference Paper} } @misc{6591, author = {Martin, H. M. and Allen, R. G. and Burge, J. H. and Cuerden, B. and Gressler, W. and Hubler, W. and Ketelsen, D. and Kim, D. W. and Kingsley, J. S. and Law, K. and Strittmatter, P. A. and Tuell, M. T. and West, S. C. and Zhao, C. and Zhou, P.}, title = {Manufacture of the combined primary and tertiary mirrors of the Large Synoptic Survey Telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9151}, month = {23–27 June 2014}, note = {READY}, DOI = {10.1117/12.2057317}, url = {https://doi.org/10.1117/12.2057317}, year = {2014}, type = {Conference Paper} } @misc{6592, author = {Martin, H. M. and Allen, R. G. and Burge, J. H. and Davis, J. M. and Davison, W. B. and Johns, M. and Kim, D. W. and Kingsley, J. S. and Law, K. and Lutz, R. D. and Strittmatter, P. A. and Su, P. and Tuell, M. T. and West, S. C. and Zhou, P.}, title = {Production of primary mirror segments for the Giant Magellan Telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9151}, month = {23–27 June 2014}, note = {READY}, DOI = {10.1117/12.2057012}, url = {https://doi.org/10.1117/12.2057012}, year = {2014}, type = {Conference Paper} } @misc{7821, author = {Martin, H. M. and Allen, R. G. and Burge, J. H. and Dettmann, L. R. and Ketelsen, D. A. and Kittrell, W. C. and Miller, S. M.}, title = {Polishing of a 6.5 mf/1.25 mirror for the first Magellan telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3739}, pages = {47–55}, month = {26–28 May 1999}, note = {READY}, DOI = {10.1117/12.360161}, url = {https://doi.org/10.1117/12.360161}, year = {1999}, type = {Conference Paper} } @misc{4217, author = {Martin, H. M. and Allen, R. G. and Burge, J. H. and Dettmann, L. R. and Ketelsen, D. A. and Miller, S. M. and Sasian, J. M.}, title = {Fabrication of mirrors for the Magellan telescopes and the large binocular telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4837}, pages = {609–618}, month = {22–26 August 2002}, note = {READY}, DOI = {10.1117/12.458606}, url = {https://doi.org/10.1117/12.458606}, year = {2002}, type = {Conference Paper} } @misc{6190, author = {Martin, H. M. and Allen, R. G. and Burge, J. H. and Kim, D. W. and Kingsley, J. S. and Law, K. and Lutz, R. D. and Strittmatter, P. A. and Su, P. and Tuell, M. T. and West, S. C. and Zhou, P.}, title = {Production of 8.4 m segments for the Giant Magellan Telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8450}, month = {1–6 July 2012}, note = {READY}, DOI = {10.1117/12.926347}, url = {https://doi.org/10.1117/12.926347}, year = {2012}, type = {Conference Paper} } @misc{5647, author = {Martin, H. M. and Allen, R. G. and Burge, J. H. and Kim, D. W. and Kingsley, J. S. and Tuell, M. T. and West, S. C. and Zhao, C. and Zobrist, T.}, title = {Fabrication and testing of the first 8.4 m off-axis segment for the Giant Magellan Telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7739}, month = {27 June–2 July 2010}, note = {READY}, DOI = {10.1117/12.857494}, url = {https://doi.org/10.1117/12.857494}, year = {2010}, type = {Conference Paper} } @misc{3854, author = {Martin, H. M. and Allen, R. G. and Cuerden, B. and DeRigne, S. T. and Dettmann, L. R. and Ketelsen, D. A. and Miller, S. M. and Parodi, G. and Warner, S.}, title = {Primary mirror system for the first Magellan telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4003}, pages = {2–13}, month = {27–29 March 2000}, note = {READY}, DOI = {10.1117/12.391497}, url = {https://doi.org/10.1117/12.391497}, year = {2000}, type = {Conference Paper} } @misc{4862, author = {Martin, H. M. and Allen, R. G. and Cuerden, B. and Hill, J. M. and Ketelsen, D. A. and Miller, S. M. and Sasian, J. M. and Tuell, M. T. and Warner, S.}, title = {Manufacture of the second 8.4 m primary mirror for the Large Binocular Telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6273 I}, month = {24–31 May 2006}, note = {READY}, DOI = {10.1117/12.672454}, url = {https://doi.org/10.1117/12.672454}, year = {2006}, type = {Conference Paper} } @misc{10800, author = {Martin, H. M. and Allen, R.G. and Gasho, V. and Jannuzi, B. T. and Kim, D. W. and Kingsley, J. S. and Law, K. and Loeff, A. and Lutz, R. D. and McMahon, T. J. and Oh, C. J. and Tuell, M. T. and Weinberger, S. N. and West, S. C.}, title = {Manufacture of primary mirror segments for the giant Magellan telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10706}, month = {10–15 June 2018}, note = {READY}, DOI = {10.1117/12.2312935}, url = {https://doi.org/10.1117/12.2312935}, year = {2018}, type = {Conference Paper} } @article{479, author = {Martin, S. and Drucker, R. and Aster, R. and Davey, F. and Okal, E. and Scambos, T.A. and MacAyeal, D.}, title = {Kinematic and seismic analysis of giant tabular Iceberg breakup at Cape Adare, Antarctica}, journal = {Journal of Geophysical Research Solid Earth}, volume = {115}, number = {6}, DOI = {10.1029/2009JB006700}, url = {https://doi.org/10.1029/2009JB006700}, year = {2010}, type = {Journal Article} } @inbook{6316, author = {Martin, T. C. and Allen, R. G. and Brazil, L. E. and Burkhalter, J. P. and Polly, J. S.}, title = {Evapotranspiration estimates from remote sensing for irrigation water management}, booktitle = {Satellite-based applications on climate change}, editor = {Qu, J. and Powell, A. and Sivakumar, M.V.K.}, connective phrase = {Evapotranspiration estimates from remote sensing for irrigation water management}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, chapter = {chap. 13}, pages = {195–216}, DOI = {10.1007/978-94-007-5872-8_13}, url = {https://doi.org/10.1007/978-94-007-5872-8_13}, year = {2013}, type = {Book Section} } @article{12409, author = {Martínez Pastur, G. and Aravena Acuña, M. C. and Silveira, E. M. O. and Von Müller, A. and La Manna, L. and González-Polo, M. and Chaves, J. E. and Cellini, J. M. and Lencinas, M. V. and Radeloff, V. C. and Pidgeon, A. M. and Peri, P. L.}, title = {Mapping soil organic carbon content in patagonian forests based on climate, topography and vegetation metrics from satellite imagery}, journal = {Remote Sensing}, volume = {14}, number = {22}, abstract = {Soil organic carbon (SOC) content supports several ecosystem services. Quantifying SOC requires: (i) accurate C estimates of forest components, and (ii) soil estimates. However, SOC is difficult to measure, so predictive models are needed. Our objective was to model SOC stocks within 30 cm depth in Patagonian forests based on climatic, topographic and vegetation productivity measures from satellite images, including Dynamic Habitat Indices and Land Surface Temperature derived from Landsat-8. We used data from 1320 stands of different forest types in Patagonia, and random forest regression to map SOC. The model captured SOC variability well (R² = 0.60, RMSE = 22.1%), considering the huge latitudinal extension (36.4° to 55.1° SL) and the great diversity of forest types. Mean SOC was 134.4 ton C ha−1 ± 25.2, totaling 404.2 million ton C across Patagonia. Overall, SOC values were highest in valleys of the Andes mountains and in southern Tierra del Fuego, ranging from 53.5 to 277.8 ton C ha−1 for the whole Patagonia region. Soil organic carbon is a metric relevant to many applications, connecting major issues such as forest management, conservation, and livestock production, and having spatially explicit estimates of SOC enables managers to fulfil the international agreements that Argentina has joined. © 2022 by the authors.}, DOI = {10.3390/rs14225702}, url = {https://doi.org/10.3390/rs14225702}, year = {2022}, type = {Journal Article} } @article{9008, author = {Martínez-Alonso, S. and Rustad, J. R. and Goetz, A. F. H.}, title = {Ab initio quantum mechanical modeling of infrared vibrational frequencies of the OH group in dioctahedral phyllosilicates. Part II—Main physical factors governing the OH vibrations}, journal = {American Mineralogist}, volume = {87}, number = {8–9}, pages = {1224–1234}, DOI = {10.2138/am-2002-8-922}, url = {https://doi.org/10.2138/am-2002-8-922}, year = {2002}, type = {Journal Article} } @article{9007, author = {Martínez-Alonso, S. and Rustad, J. R. and Goetz, A. F. H.}, title = {Ab initio quantum mechanical modeling of infrared vibrational frequencies of the OH group in dioctahedral phyllosilicates. Part I—Methods, results and comparison to experimental data}, journal = {American Mineralogist}, volume = {87}, number = {8–9}, pages = {1215–1223}, DOI = {10.2138/am-2002-8-921}, url = {https://doi.org/10.2138/am-2002-8-921}, year = {2002}, type = {Journal Article} } @article{11032, author = {Martins, V. S. and Lyapustin, A. and Wang, Y. and Giles, D. M. and Smirnov, A. and Slutsker, I. and Korkin, S.}, title = {Global validation of columnar water vapor derived from EOS MODIS-MAIAC algorithm against the ground-based AERONET observations}, journal = {Atmospheric Research}, volume = {225}, pages = {181–192}, DOI = {10.1016/j.atmosres.2019.04.005}, url = {https://doi.org/10.1016/j.atmosres.2019.04.005}, year = {2019}, type = {Journal Article} } @article{8090, author = {Martins, V. S. and Lyapustin, A.I. and De Carvalho, L. A. S. and Barbosa, C. C. F. and Novo, E. M. L. M.}, title = {Validation of high-resolution MAIAC aerosol product over South America}, journal = {Journal of Geophysical Research}, volume = {122}, number = {14}, pages = {7537–7559}, DOI = {10.1002/2016JD026301}, url = {https://doi.org/10.1002/2016JD026301}, year = {2017}, type = {Journal Article} } @article{8265, author = {Martins, V. S. and Novo, E. M. L. M. and Lyapustin, A.I. and Aragão, L. E. O. C. and Freitas, S. R. and Barbosa, C. C. F.}, title = {Seasonal and interannual assessment of cloud cover and atmospheric constituents across the Amazon (2000–2015)—Insights for remote sensing and climate analysis}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {145}, pages = {309–327}, DOI = {10.1016/j.isprsjprs.2018.05.013}, url = {https://doi.org/10.1016/j.isprsjprs.2018.05.013}, year = {2018}, type = {Journal Article} } @article{12370, author = {Martins, V. S. and Roy, D. P. and Huang, H. and Boschetti, L. and Zhang, H. K. and Yan, L.}, title = {Deep learning high resolution burned area mapping by transfer learning from Landsat-8 to PlanetScope}, journal = {Remote Sensing of Environment}, volume = {280}, abstract = {High spatial resolution commercial satellite data provide new opportunities for terrestrial monitoring. The recent availability of near-daily 3 m observations provided by the PlanetScope constellation enables mapping of small and spatially fragmented burns that are not detected at coarser spatial resolution. This study demonstrates, for the first time, the potential for automated PlanetScope 3 m burned area mapping. The PlanetScope sensors have no onboard calibration or short-wave infrared bands, and have variable overpass times, making them challenging to use for large area, automated, burned area mapping. To help overcome these issues, a U-Net deep learning algorithm was developed to classify burned areas from two-date Planetscope 3 m image pairs acquired at the same location. The deep learning approach, unlike conventional burned area mapping algorithms, is applied to image spatial subsets and not to single pixels and so incorporates spatial as well as spectral information. Deep learning requires large amounts of training data. Consequently, transfer learning was undertaken using pre-existing Landsat-8 derived burned area reference data to train the U-Net that was then refined with a smaller set of PlanetScope training data. Results across Africa considering 659 PlanetScope radiometrically normalized image pairs sensed one day apart in 2019 are presented. The U-Net was first trained with different numbers of randomly selected 256 × 256 30 m pixel patches extracted from 92 pre-existing Landsat-8 burned area reference data sets defined for 2014 and 2015. The U-Net trained with 300,000 Landsat patches provided about 13% 30 m burn omission and commission errors with respect to 65,000 independent 30 m evaluation patches. The U-Net was then refined by training on 5,000 256 × 256 3 m patches extracted from independently interpreted PlanetScope burned area reference data. Qualitatively, the refined U-Net was able to more precisely delineate 3 m burn boundaries, including the interiors of unburned areas, and better classify “faint” burned areas indicative of low combustion completeness and/or sparse burns. The refined U-Net 3 m classification accuracy was assessed with respect to 20 independently interpreted PlanetScope burned area reference data sets, composed of 339.4 million 3 m pixels, with low 12.29% commission and 12.09% omission errors. The dependency of the U-Net classification accuracy on the burned area proportion within 3 m pixel 256 × 256 patches was also examined, and patches <6.5% burned were less accurately classified. A regression analysis between the proportion of 30 m grid cells classified as burned against the proportion labelled as burned in the 3 m reference maps showed high agreement (r2 = 0.91, slope = 0.93, intercept <0.001), indicating that the commission and omission errors largely compensate at 30 m resolution. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.113203}, url = {https://doi.org/10.1016/j.rse.2022.113203}, year = {2022}, type = {Journal Article} } @article{8206, author = {Martinuzzi, S. and Allstadt, A. J. and Bateman, B. L. and Heglund, P. J. and Pidgeon, A. M. and Thogmartin, W. E. and Vavrus, S. J. and Radeloff, V. C.}, title = {Future frequencies of extreme weather events in the National Wildlife Refuges of the conterminous U.S}, journal = {Biological Conservation}, volume = {201}, pages = {327–335}, DOI = {10.1016/j.biocon.2016.07.007}, url = {https://doi.org/10.1016/j.biocon.2016.07.007}, year = {2016}, type = {Journal Article} } @article{11058, author = {Martinuzzi, S. and Allstadt, A. J. and Pidgeon, A. M. and Flather, C. H. and Jolly, W. M. and Radeloff, V. C.}, title = {Future changes in fire weather, spring droughts, and false springs across U.S. National forests and grasslands}, journal = {Ecological Applications}, volume = {29}, number = {5}, DOI = {10.1002/eap.1904}, url = {https://doi.org/10.1002/eap.1904}, year = {2019}, type = {Journal Article} } @article{12331, author = {Martinuzzi, S. and Cook, B. D. and Helmer, E. H. and Keller, M. and Locke, D. H. and Marcano-Vega, H. and Uriarte, M. and Morton, D. C.}, title = {Patterns and controls on island-wide aboveground biomass accumulation in second-growth forests of Puerto Rico}, journal = {Biotropica}, volume = {54}, number = {5}, pages = {1146–1159}, abstract = {in Spanish is available with online material. © 2022 The Authors. Biotropica published by Wiley Periodicals LLC on behalf of Association for Tropical Biology and Conservation.}, ISSN = {0006-3606}, DOI = {10.1111/btp.13122}, url = {https://doi.org/10.1111/btp.13122}, year = {2022}, type = {Journal Article} } @article{8131, author = {Martinuzzi, S. and Gavier-Pizarro, G. I. and Lugo, A. E. and Radeloff, V. C.}, title = {Future land-use changes and the potential for novelty in ecosystems of the United States}, journal = {Ecosystems}, volume = {18}, number = {8}, pages = {1332–1342}, DOI = {10.1007/s10021-015-9901-x}, url = {https://doi.org/10.1007/s10021-015-9901-x}, year = {2015}, type = {Journal Article} } @article{8834, author = {Martinuzzi, S. and Januchowski-Hartley, S. R. and Pracheil, B. M. and McIntyre, P. B. and Plantinga, A. J. and Lewis, D. J. and Radeloff, V. C.}, title = {Threats and opportunities for freshwater conservation under future land use change scenarios in the United States}, journal = {Global Change Biology}, volume = {20}, number = {1}, pages = {113–124}, DOI = {10.1111/gcb.12383}, url = {https://doi.org/10.1111/gcb.12383}, year = {2014}, type = {Journal Article} } @inbook{2374, author = {Martinuzzi, S. and Lugo, A. E. and Brandeis, T. J. and Helmer, E. H.}, title = {Case study—Geographic distribution and level of novelty of Puerto Rican forests}, booktitle = {Novel ecosystems—Intervening in the new ecological world order}, editor = {Hobbs, R.J. and Higgs, E.S. and Hall, C.M.}, connective phrase = {Case study—Geographic distribution and level of novelty of Puerto Rican forests}, publisher = {John Wiley & Sons}, place published = {Chichester, UK}, pages = {81–87}, DOI = {10.1002/9781118354186.ch9}, url = {https://doi.org/10.1002/9781118354186.ch9}, year = {2013}, type = {Book Section} } @article{9001, author = {Martinuzzi, S. and Radeloff, V. C. and Higgins, J. V. and Helmers, D. P. and Plantinga, A. J. and Lewis, D. J.}, title = {Key areas for conserving United States' biodiversity likely threatened by future land use change}, journal = {Ecosphere}, volume = {4}, number = {5}, DOI = {10.1890/ES12-00376.1}, url = {https://doi.org/10.1890/ES12-00376.1}, year = {2013}, type = {Journal Article} } @article{8202, author = {Martinuzzi, S. and Radeloff, V. C. and Joppa, L. N. and Hamilton, C. M. and Helmers, D. P. and Plantinga, A. J. and Lewis, D. J.}, title = {Scenarios of future land use change around United States' protected areas}, journal = {Biological Conservation}, volume = {184}, pages = {446–455}, DOI = {10.1016/j.biocon.2015.02.015}, url = {https://doi.org/10.1016/j.biocon.2015.02.015}, year = {2015}, type = {Journal Article} } @article{12217, author = {Martinuzzi, S. and Radeloff, V. C. and Pastur, G. M. and Rosas, Y. M. and Lizarraga, L. and Politi, N. and Rivera, L. and Herrera, A. H. and Silveira, E. M. O. and Olah, A. and Pidgeon, A. 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L.}, title = {AVHRR channel selection for land cover classification}, journal = {International Journal of Remote Sensing}, volume = {23}, number = {23}, pages = {5061–5073}, DOI = {10.1080/01431160210145588}, url = {https://doi.org/10.1080/01431160210145588}, year = {2002}, type = {Journal Article} } @article{2419, author = {Maxwell, S. K. and Hoffer, R. M. and Chapman, P. L.}, title = {AVHRR composite period selection for land cover classification}, journal = {International Journal of Remote Sensing}, volume = {23}, number = {23}, pages = {5043–5059}, DOI = {10.1080/01431160210145579}, url = {https://doi.org/10.1080/01431160210145579}, year = {2002}, type = {Journal Article} } @article{2409, author = {Maxwell, S. K. and Meliker, J. R. and Goovaerts, P.}, title = {Use of land surface remotely sensed satellite and airborne data for environmental exposure assessment in cancer research}, journal = {Journal of Exposure Science and Environmental Epidemiology}, volume = {20}, number = {2}, pages = {176–185}, DOI = {10.1038/jes.2009.7}, url = {https://doi.org/10.1038/jes.2009.7}, year = {2010}, type = {Journal Article} } @article{2415, author = {Maxwell, S. K. and Nuckols, J. R. and Ward, M. H.}, title = {A method for mapping corn using the US Geological Survey 1992 National Land Cover Dataset}, journal = {Computers and Electronics in Agriculture}, volume = {51}, number = {1-2}, pages = {54–65}, DOI = {10.1016/j.compag.2005.11.003}, url = {https://doi.org/10.1016/j.compag.2005.11.003}, year = {2006}, type = {Journal Article} } @article{2417, author = {Maxwell, S. K. and Nuckols, J. R. and Ward, M. H. and Hoffer, R. M.}, title = {An automated approach to mapping corn from Landsat imagery}, journal = {Computers and Electronics in Agriculture}, volume = {43}, number = {1}, pages = {43–54}, DOI = {10.1016/j.compag.2003.09.001}, url = {https://doi.org/10.1016/j.compag.2003.09.001}, year = {2004}, type = {Journal Article} } @article{2413, author = {Maxwell, S. K. and Schmidt, G. L. and Storey, J. C.}, title = {A multi-scale segmentation approach to filling gaps in Landsat ETM+ SLC-off images}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {23}, pages = {5339–5356}, DOI = {10.1080/01431160601034902}, url = {https://doi.org/10.1080/01431160601034902}, year = {2007}, type = {Journal Article} } @article{2405, author = {Maxwell, S. K. and Sylvester, K. M.}, title = {Identification of "ever-cropped" land (1984-2010) using Landsat annual maximum NDVI image composites—Southwestern Kansas case study}, journal = {Remote Sensing of Environment}, volume = {121}, pages = {186–195}, DOI = {10.1016/j.rse.2012.01.022}, url = {https://doi.org/10.1016/j.rse.2012.01.022}, year = {2012}, type = {Journal Article} } @article{2411, author = {Maxwell, S. K. and Wood, E. C. and Janus, A.}, title = {Comparison of the USGS 2001 NLCD to the 2002 USDA Census of Agriculture for the upper midwest United States}, journal = {Agriculture, Ecosystems and Environment}, volume = {127}, number = {1-2}, pages = {141–145}, DOI = {10.1016/j.agee.2008.03.012}, url = {https://doi.org/10.1016/j.agee.2008.03.012}, year = {2008}, type = {Journal Article} } @article{1094, author = {Mayaux, P. and Bartholomé, E. and Fritz, S. and Belward, A.S.}, title = {A new land-cover map of Africa for the year 2000}, journal = {Journal of Biogeography}, volume = {31}, number = {6}, pages = {861–877}, DOI = {10.1111/j.1365-2699.2004.01073.x}, url = {https://doi.org/10.1111/j.1365-2699.2004.01073.x}, year = {2004}, type = {Journal Article} } @inbook{5280, author = {Mayaux, P. and Eva, H. and Brink, A. and Achard, F. and Belward, A.S.}, title = {Remote sensing of land-cover and land-use dynamics}, booktitle = {Earth observation of global change—The role of satellite remote sensing in monitoring the global environment}, editor = {Chuvieco, E.}, connective phrase = {Remote sensing of land-cover and land-use dynamics}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, chapter = {chap. 5}, pages = {85–108}, DOI = {10.1007/978-1-4020-6358-9_5}, url = {https://doi.org/10.1007/978-1-4020-6358-9_5}, year = {2008}, type = {Book Section} } @article{51, author = {Mayaux, P. and Pekel, J. F. and Desclée, B. and Donnay, F. and Lupi, A. and Achard, F. and Clerici, M. and Bodart, C. and Brink, A. and Nasi, R. and Belward, A.S.}, title = {State and evolution of the African rainforests between 1990 and 2010}, journal = {Philosophical Transactions of the Royal Society B—Biological Sciences}, volume = {368}, number = {1625}, DOI = {10.1098/rstb.2012.0300}, url = {https://doi.org/10.1098/rstb.2012.0300}, year = {2013}, type = {Journal Article} } @misc{2454, author = {Mayaux, P. and Tadoum, M. and De Wasseige, C. and Eba'a Atyi, R. and Billand, A. and Nasi, R. and Defourny, P. and Bayol, N. and Cassagne, B. and Lescuyer, G. and Cerrutti, P. and Hansen, M.C. and Bakanseka, J. M. and Mfuka, C. and Mbemba, M. and Steili, M. and Caudilli, H. and Belangeri, L. and Methoti, P. and Bodart, C. and Achard, F. and Stibig, H. J. and Marelli, A. and Lupi, A. and Roggeri, P. and Justice, C.O. and DeMarcken, P. and Davies, D. and Mangoni, G. and Devers, D. and Ernst, C. and Saracco, F. and Flynn, J. and Besacier, C. and Falkenberg, C. M. and Mbitikon, R.}, title = {The observatory for forests of central Africa}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {681–684}, month = {4–8 May 2009}, note = {READY}, DOI = {http://www.observatoire-comifac.net/docs/docsOFAC/OFAC_Stresa.pdf}, url = {http://www.observatoire-comifac.net/docs/docsOFAC/OFAC_Stresa.pdf}, year = {2009}, type = {Conference Paper} } @inbook{11773, author = {Mayaux, P. and Vancutsem, C. and Pekel, J. F. and de Wasseige, C. and Defourny, P. and Hansen, M. C. and Mane, L.}, title = {Continental and regional approaches for improving land-cover maps of Africa}, booktitle = {Remote sensing of land use and land cover—Principles and applications}, editor = {Giri, Chandra P.}, connective phrase = {Continental and regional approaches for improving land-cover maps of Africa}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {265–273}, DOI = {10.1201/b11964-23}, url = {https://doi.org/10.1201/b11964-23}, year = {2016}, type = {Book Section} } @article{8215, author = {Mbow, C. and Chhin, S. and Sambou, B. and Skole, D.L.}, title = {Potential of dendrochronology to assess annual rates of biomass productivity in savanna trees of West Africa}, journal = {Dendrochronologia}, volume = {31}, number = {1}, pages = {41–51}, DOI = {10.1016/j.dendro.2012.06.001}, url = {https://doi.org/10.1016/j.dendro.2012.06.001}, year = {2013}, type = {Journal Article} } @article{8211, author = {Mbow, C. and Smith, P. and Skole, D.L. and Duguma, L. and Bustamante, M.}, title = {Achieving mitigation and adaptation to climate change through sustainable agroforestry practices in africa}, journal = {Current Opinion in Environmental Sustainability}, volume = {6}, number = {1}, pages = {8–14}, DOI = {10.1016/j.cosust.2013.09.002}, url = {https://doi.org/10.1016/j.cosust.2013.09.002}, year = {2014}, type = {Journal Article} } @misc{11551, author = {McAndrew, B. and McCorkel, J.}, title = {Time resolved irradiance of an integrating sphere illuminated by a mode-locked optical parametric oscillator}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11127}, month = {11–15 August 2019}, note = {READY}, DOI = {10.1117/12.2530295}, url = {https://doi.org/10.1117/12.2530295}, year = {2019}, type = {Conference Paper} } @misc{7980, author = {McAndrew, B. and McCorkel, J.T. and Shuman, T. and Zukowski, B. and Traore, A. and Rodriguez, M. and Brown, S. and Woodward, J.}, title = {Goddard Laser for absolute measurement of radiance for instrument calibration in the ultraviolet to short wave infrared}, publisher = {Optical Society of America}, volume = {Part F92-CLEO_AT 2018}, month = {13–18 May 2018}, note = {READY}, DOI = {10.1364/CLEO_AT.2018.AF3M.6}, url = {https://doi.org/10.1364/CLEO_AT.2018.AF3M.6}, year = {2018}, type = {Conference Paper} } @article{10893, author = {McCabe, J. D. and Yin, H. and Cruz, J. and Radeloff, V. and Pidgeon, A. and Bonter, D. N. and Zuckerberg, B.}, title = {Prey abundance and urbanization influence the establishment of avian predators in a metropolitan landscape}, journal = {Proceedings of the Royal Society B—Biological Sciences}, volume = {285}, number = {1890}, DOI = {10.1098/rspb.2018.2120}, url = {https://doi.org/10.1098/rspb.2018.2120}, year = {2018}, type = {Journal Article} } @misc{3502, author = {McCabe, M. F. and Houborg, R. and Rosas, J. and Ershadi, A. and Anderson, M.C. and Hain, C.}, title = {Towards a satellite based system for monitoring agricultural water use—A case study for Saudi Arabia}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {862–865}, month = {26–31 July 2015}, note = {READY}, DOI = {10.1109/IGARSS.2015.7325901}, url = {https://doi.org/10.1109/IGARSS.2015.7325901}, year = {2015}, type = {Conference Paper} } @article{2476, author = {McCarty, J. L. and Justice, C. O. and Korontzi, S.}, title = {Agricultural burning in the southeastern United States detected by MODIS}, journal = {Remote Sensing of Environment}, volume = {108}, number = {2}, pages = {151–162}, DOI = {10.1016/j.rse.2006.03.020}, url = {https://doi.org/10.1016/j.rse.2006.03.020}, year = {2007}, type = {Journal Article} } @article{2455, author = {McCarty, J. L. and Korontzi, S. and Justice, C. O. and Loboda, T.}, title = {The spatial and temporal distribution of crop residue burning in the contiguous United States}, journal = {Science of the Total Environment}, volume = {407}, number = {21}, pages = {5701–5712}, DOI = {10.1016/j.scitotenv.2009.07.009}, url = {https://doi.org/10.1016/j.scitotenv.2009.07.009}, year = {2009}, type = {Journal Article} } @article{11555, author = {McCorkel, J. and Efremova, B. and Hair, J. and Andrade, M. and Holben, B.}, title = {GOES-16 ABI solar reflective channel validation for earth science application}, journal = {Remote Sensing of Environment}, volume = {237}, DOI = {10.1016/j.rse.2019.111438}, url = {https://doi.org/10.1016/j.rse.2019.111438}, year = {2020}, type = {Journal Article} } @misc{11357, author = {McCorkel, J. and Montanaro, M. and Efremova, B. and Pearlman, A. and Wenny, B. and Lunsford, A. and Simon, A. and Hair, J. and Reuter, D.}, title = {Landsat 9 thermal infrared sensor 2 characterization plan overview}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8845–8848}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8518798}, url = {https://doi.org/10.1109/IGARSS.2018.8518798}, year = {2018}, type = {Conference Paper} } @misc{11856, author = {McCorkel, J. and Van Naarden, J. and Lindsey, D. and Efremova, B. and Coakley, M. and Black, M. and Krimchansky, A.}, title = {GOES-17 advanced baseline imager performance recovery summary}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS40859.2019.9044466}, url = {https://doi.org/10.1109/IGARSS40859.2019.9044466}, year = {2019}, type = {Conference Paper} } @misc{3231, author = {McCorkel, J.T.}, title = {Cross-calibration of earth observing system terra satellite sensors MODIS and ASTER}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9218}, month = {18–20 August 2014}, note = {READY}, DOI = {10.1117/12.2062498}, url = {https://doi.org/10.1117/12.2062498}, year = {2014}, type = {Conference Paper} } @article{3765, author = {McCorkel, J.T. and Bachmann, C. M. and Coburn, C. and Gerace, A. and Leigh, L. and Czapla-Myers, J. and Helder, D.L. and Cook, B.}, title = {Overview of the 2015 Algodones Sand Dunes field campaign to support sensor intercalibration}, journal = {Journal of Applied Remote Sensing}, volume = {12}, number = {1}, DOI = {10.1117/1.JRS.12.012003}, url = {https://doi.org/10.1117/1.JRS.12.012003}, year = {2018}, type = {Journal Article} } @article{3449, author = {McCorkel, J.T. and Cairns, B. and Wasilewski, A.}, title = {Imager-to-radiometer in-flight cross calibration—RSP radiometric comparison with airborne and satellite sensors}, journal = {Atmospheric Measurement Techniques}, volume = {9}, number = {3}, pages = {955–962}, DOI = {10.5194/amt-9-955-2016}, url = {https://doi.org/10.5194/amt-9-955-2016}, year = {2016}, type = {Journal Article} } @misc{3459, author = {McCorkel, J.T. and Czapla-Myers, J. and Thome, K.J. and Wenny, B.}, title = {Online resource for Earth-observing satellite sensor calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9607}, month = {9–13 August 2015}, note = {READY}, DOI = {10.1117/12.2188741}, url = {https://doi.org/10.1117/12.2188741}, year = {2015}, type = {Conference Paper} } @misc{5879, author = {McCorkel, J.T. and Kuester, M. and Johnson, B. R. and Kampe, T. U.}, title = {NEON ground validation capabilities for airborne and space-based imagers}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8153}, month = {23–25 August 2011}, note = {READY}, DOI = {10.1117/12.894370}, url = {https://doi.org/10.1117/12.894370}, year = {2011}, type = {Conference Paper} } @misc{3800, author = {McCorkel, J.T. and McAndrew, B. and Thome, K.J.}, title = {Laser-based spectral and radiometric calibration of the clarreo imaging spectrometer}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, month = {26–28 June 2013}, note = {READY}, DOI = {10.1109/WHISPERS.2013.8080646}, url = {https://doi.org/10.1109/WHISPERS.2013.8080646}, year = {2013}, type = {Conference Paper} } @misc{867, author = {McCorkel, J.T. and Thome, K.J. and Biggar, S. and Kuester, M.}, title = {Radiometric calibration of advanced land imager using reflectance-based results between 2001 and 2005}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6296}, month = {14–16 August 2006}, note = {READY}, DOI = {10.1117/12.679892}, url = {https://doi.org/10.1117/12.679892}, year = {2006}, type = {Conference Paper} } @misc{6159, author = {McCorkel, J.T. and Thome, K.J. and Hair, J. and McAndrew, B. and Jennings, D. and Rabin, D. and Daw, A. and Lunsford, A.}, title = {Instrumentation and first results of the reflected solar demonstration system for the Climate Absolute Radiance and Refractivity Observatory}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8510}, month = {13–16 August 2012}, note = {READY}, DOI = {10.1117/12.930950}, url = {https://doi.org/10.1117/12.930950}, year = {2012}, type = {Conference Paper} } @misc{555, author = {McCorkel, J.T. and Thome, K.J. and Leisso, N. and Anderson, N. and Czapla-Myers, J.}, title = {Radiometric characterization of hyperspectral imagers using multispectral sensors}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7452}, month = {3–5 August 2009}, note = {READY}, DOI = {10.1117/12.828608}, url = {https://doi.org/10.1117/12.828608}, year = {2009}, type = {Conference Paper} } @article{124, author = {McCorkel, J.T. and Thome, K.J. and Lockwood, R. B.}, title = {Absolute radiometric calibration of narrow-swath imaging sensors with reference to non-coincident wide-swath sensors}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {51}, number = {3}, pages = {1309–1318}, DOI = {10.1109/TGRS.2012.2219874}, url = {https://doi.org/10.1109/TGRS.2012.2219874}, year = {2013}, type = {Journal Article} } @article{133, author = {McCorkel, J.T. and Thome, K.J. and Ong, L.}, title = {Vicarious calibration of EO-1 Hyperion}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {6}, number = {2}, pages = {400–407}, DOI = {10.1109/JSTARS.2012.2225417}, url = {https://doi.org/10.1109/JSTARS.2012.2225417}, year = {2013}, type = {Journal Article} } @article{12127, author = {McCullum, A. J. K. and McClellan, C. and Daudert, B. and Huntington, J. and Green, R. and Ly, V. and Marley, A. R. G. and Tulley, N. R. and Morton, C. and Hegewisch, K. C. and Abatzoglou, J. T. and McEvoy, D.}, title = {Satellite-based drought reporting on the Navajo Nation}, journal = {Journal of the American Water Resources Association}, volume = {57}, number = {5}, pages = {675–691}, DOI = {10.1111/1752-1688.12909}, url = {https://doi.org/10.1111/1752-1688.12909}, year = {2021}, type = {Journal Article} } @inbook{5552, author = {McDermid, G. J. and Coops, N. C. and Wulder, M. A. and Franklin, S. E. and Seitz, N. E.}, title = {Critical remote sensing contributions to spatial wildlife ecological knowledge and management}, booktitle = {Spatial complexity, informatics, and wildlife conservation}, editor = {Cushman, S.A. and Huettmann, F.}, connective phrase = {Critical remote sensing contributions to spatial wildlife ecological knowledge and management}, publisher = {Springer}, place published = {Tokyo, Japan}, chapter = {chap. 11}, pages = {193–221}, DOI = {10.1007/978-4-431-87771-4_11}, url = {https://doi.org/10.1007/978-4-431-87771-4_11}, year = {2010}, type = {Book Section} } @article{8433, author = {McDowell, N. G. and Coops, N. C. and Beck, P. S. A. and Chambers, J. Q. and Gangodagamage, C. and Hicke, J. A. and Huang, C. Y. and Kennedy, R.E. and Krofcheck, D. J. and Litvak, M. and Meddens, A. J. H. and Muss, J. and Negrón-Juarez, R. and Peng, C. and Schwantes, A. M. and Swenson, J. J. and Vernon, L. J. and Williams, A. P. and Xu, C. and Zhao, M. and Running, S. W. and Allen, C. D.}, title = {Global satellite monitoring of climate-induced vegetation disturbances}, journal = {Trends in Plant Science}, volume = {20}, number = {2}, pages = {114–123}, DOI = {10.1016/j.tplants.2014.10.008}, url = {https://doi.org/10.1016/j.tplants.2014.10.008}, year = {2015}, type = {Journal Article} } @article{11031, author = {McEvoy, D. J. and Hobbins, M. and Brown, T. J. and VanderMolen, K. and Wall, T. and Huntington, J. L. and Svoboda, M.}, title = {Establishing relationships between drought indices and wildfire danger outputs—A test case for the California-Nevada drought early warning system}, journal = {Climate}, volume = {7}, number = {4}, DOI = {10.3390/cli7040052}, url = {https://doi.org/10.3390/cli7040052}, year = {2019}, type = {Journal Article} } @article{140, author = {McEvoy, D. J. and Huntington, J. L. and Abatzoglou, J. T. and Edwards, L. M.}, title = {An evaluation of multiscalar drought indices in Nevada and Eastern California}, journal = {Earth Interactions}, volume = {16}, number = {18}, pages = {1–18}, DOI = {10.1175/2012EI000447.1}, url = {https://doi.org/10.1175/2012EI000447.1}, year = {2012}, type = {Journal Article} } @article{3524, author = {McEvoy, D. J. and Huntington, J. L. and Hobbins, M. T. and Wood, A. and Morton, C. and Anderson, M.C. and Hain, C.}, title = {The evaporative demand drought index. Part II—CONUS-wide assessment against common drought indicators}, journal = {Journal of Hydrometeorology}, volume = {17}, number = {6}, pages = {1763–1779}, DOI = {10.1175/JHM-D-15-0122.1}, url = {https://doi.org/10.1175/JHM-D-15-0122.1}, year = {2016}, type = {Journal Article} } @article{3403, author = {McEvoy, D. J. and Huntington, J. L. and Mejia, J. F. and Hobbins, M. T.}, title = {Improved seasonal drought forecasts using reference evapotranspiration anomalies}, journal = {Geophysical Research Letters}, volume = {43}, number = {1}, pages = {377–385}, DOI = {10.1002/2015GL067009}, url = {https://doi.org/10.1002/2015GL067009}, year = {2016}, type = {Journal Article} } @article{3189, author = {McEvoy, D. J. and Mejia, J. F. and Huntington, J. L.}, title = {Use of an observation network in the Great Basin to evaluate gridded climate data}, journal = {Journal of Hydrometeorology}, volume = {15}, number = {5}, pages = {1913–1931}, DOI = {10.1175/JHM-D-14-0015.1}, url = {https://doi.org/10.1175/JHM-D-14-0015.1}, year = {2014}, type = {Journal Article} } @article{12350, author = {McEvoy, D. J. and Roj, S. and Dunkerly, C. and McGraw, D. and Huntington, J. L. and Hobbins, M. T. and Ott, T.}, title = {Validation and bias correction of forecast reference evapotranspiration for agricultural applications in Nevada}, journal = {Journal of Water Resources Planning and Management}, volume = {148}, number = {11}, abstract = {Accurate estimates of reference evapotranspiration (ET0) are critical for estimating actual crop evapotranspiration and agricultural water use. This study uses observations from the Nevada Integrated Climate and Evapotranspiration Network (NICE Net) to validate forecasts of ET0 and its driving variables from the National Weather Service's National Digital Forecast Database (NDFD). Daily NDFD ET0 at lead times of 1 to 6 days were compared against 18 NICE Net stations. Correlations between NDFD and observations generally ranged between 0.4 and 0.9, with lower correlations at longer leads and a notable drop in skill during July and August. Systematic arid biases (high bias for temperatures and low bias for humidity) were found in NDFD with a strong warm minimum temperature bias and low vapor pressure bias most prominent during the growing season. Some of the largest relative biases were found in wind speed, although they were systematic and varied greatly by location. A case study revealed that NDFD consistently underestimates the variability found in observed minimum temperature, solar radiation, wind speed, and ET0. Cloudy days during summer were not well represented in the NDFD estimated solar radiation, which had a cascading impact on temperature, vapor pressure, and ET0 estimates. A monthly ratio-based bias-correction was applied to NDFD ET0, which reduced the root-mean squared error by 5%-30% for most locations. Bias-corrected ET0 forecasts from NDFD or other forecast systems show potential as a guide to develop weekly irrigation schedules for agricultural producers, with the ultimate goal of reducing applications of excess irrigation water. © 2022 This work is made available under the terms of the Creative Commons Attribution 4.0 International license,.}, DOI = {10.1061/(ASCE)WR.1943-5452.0001595}, url = {https://doi.org/10.1061/(ASCE)WR.1943-5452.0001595}, year = {2022}, type = {Journal Article} } @article{230, author = {McGee Iii, J. A. and Day, S. D. and Wynne, R. H. and White, M. B.}, title = {Using geospatial tools to assess the urban tree canopy—Decision support for local governments}, journal = {Journal of Forestry}, volume = {110}, number = {5}, pages = {275–286}, DOI = {10.5849/jof.11-052}, url = {https://doi.org/10.5849/jof.11-052}, year = {2012}, type = {Journal Article} } @article{3079, author = {McGrath, D. and Steffen, K. and Holland, P. R. and Scambos, T.A. and Rajaram, H. and Abdalati, W. and Rignot, E.}, title = {The structure and effect of suture zones in the Larsen C Ice Shelf, Antarctica}, journal = {Journal of Geophysical Research Earth Surface}, volume = {119}, number = {3}, pages = {588–602}, DOI = {10.1002/2013JF002935}, url = {https://doi.org/10.1002/2013JF002935}, year = {2014}, type = {Journal Article} } @article{188, author = {McGrath, D. and Steffen, K. and Rajaram, H. and Scambos, T.A. and Abdalati, W. and Rignot, E.}, title = {Basal crevasses on the Larsen C Ice Shelf, Antarctica—Implications for meltwater ponding and hydrofracture}, journal = {Geophysical Research Letters}, volume = {39}, number = {16}, DOI = {10.1029/2012GL052413}, url = {https://doi.org/10.1029/2012GL052413}, year = {2012}, type = {Journal Article} } @article{178, author = {McGrath, D. and Steffen, K. and Scambos, T.A. and Rajaram, H. and Casassa, G. and Rodriguez Lagos, J. L.}, title = {Basal crevasses and associated surface crevassing on the Larsen C ice shelf, Antarctica, and their role in ice-shelf instability}, journal = {Annals of Glaciology}, volume = {53}, number = {60}, pages = {10–18}, DOI = {10.3189/2012AoG60A005}, url = {https://doi.org/10.3189/2012AoG60A005}, year = {2012}, type = {Journal Article} } @article{12412, author = {McGrath-Spangler, E. L. and McCarty, W. and Privé, N. C. and Moradi, I. and Karpowicz, B. M. and McCorkel, J.}, title = {Using OSSEs to evaluate the impacts of geostationary infrared sounders}, journal = {Journal of Atmospheric and Oceanic Technology}, volume = {39}, number = {12}, pages = {1903–1918}, abstract = {An observing system simulation experiment (OSSE) was performed to assess the impact of assimilating hy-perspectral infrared (IR) radiances from geostationary orbit on numerical weather prediction, with a focus on the proposed sounder on board the Geostationary Extended Observations (GeoXO) program’s central satellite. Infrared sounders on a geostationary platform would fill several gaps left by IR sounders on polar-orbiting satellites, and the increased temporal resolution would allow the observation of weather phenomena evolution. The framework for this OSSE was the Global Modeling and Assimilation Office (GMAO) OSSE system, which includes a full suite of meteorological observations. The experiment additionally assimilated four identical IR sounders from geostationary orbit to create a “ring” of vertical profiling observations. Based on the experimentation, assimilation of the IR sounders provided a beneficial impact on the ana-lyzed mass and wind fields, particularly in the tropics, and produced an error reduction in the initial 24–48 h of the subsequent forecasts. Specific attention was paid to the impact of the GeoXO Sounder (GXS) over the contiguous United States (CONUS) as this is a region that is well-observed and as such difficult to improve. The forecast sensitivity to observation impact (FSOI) metric, computed across all four synoptic times over the CONUS, reveals that the GXS had the larg-est impact on the 24-h forecast error of the assimilated hyperspectral infrared satellite radiances as measured using a moist energy error norm. Based on this analysis, the proposed GXS has the potential to improve numerical weather prediction globally and over the CONUS. © 2022 American Meteorological Society.}, DOI = {10.1175/JTECH-D-22-0033.1}, url = {https://doi.org/10.1175/JTECH-D-22-0033.1}, year = {2022}, type = {Journal Article} } @article{3769, author = {McGwire, K. C. and Weltz, M. A. and Snyder, K. A. and Huntington, J. L. and Morton, C. G. and McEvoy, D. J.}, title = {Satellite Assessment of Early-Season Forecasts for Vegetation Conditions of Grazing Allotments in Nevada, United States}, journal = {Rangeland Ecology and Management}, volume = {70}, number = {6}, pages = {730–739}, DOI = {10.1016/j.rama.2017.06.005}, url = {https://doi.org/10.1016/j.rama.2017.06.005}, year = {2017}, type = {Journal Article} } @article{593, author = {McLane, A. J. and McDermid, G. J. and Wulder, M. A.}, title = {Processing discrete-return profiling lidar data to estimate canopy closure for large-area forest mapping and management}, journal = {Canadian Journal of Remote Sensing}, volume = {35}, number = {3}, pages = {217–229}, DOI = {10.5589/m09-009}, url = {https://doi.org/10.5589/m09-009}, year = {2009}, type = {Journal Article} } @techreport{942, author = {McMahon, G. and Benjamin, S. P. and Clarke, K. and Findley, J. E. and Fisher, R. N. and Graf, W. L. and Gundersen, L. C. and Jones, J. W. and Loveland, T. R. and Roth, K. S. and Usery, E. L. and Wood, N. J.}, report title = {Geography for a changing world—A science strategy for the geographic research of the U.S. Geological Survey, 2005-2015, U.S. Geological Survey Circular 1281}, extent of work = {74}, type = {Report}, DOI = {10.3133/cir1281}, url = {https://doi.org/10.3133/cir1281}, year = {2005}, type = {Report} } @article{2067, author = {McManus, K. M. and Morton, D. C. and Masek, J. G. and Wang, D. and Sexton, J. O. and Nagol, J. R. and Ropars, P. and Boudreau, S.}, title = {Satellite-based evidence for shrub and graminoid tundra expansion in northern Quebec from 1986 to 2010}, journal = {Global Change Biology}, volume = {18}, number = {7}, pages = {2313–2323}, DOI = {10.1111/j.1365-2486.2012.02708.x}, url = {https://doi.org/10.1111/j.1365-2486.2012.02708.x}, year = {2012}, type = {Journal Article} } @article{467, author = {McRoberts, R. E. and Cohen, W. B. and Erik, N. and Stehman, S. V. and Tomppo, E. O.}, title = {Using remotely sensed data to construct and assess forest attribute maps and related spatial products}, journal = {Scandinavian Journal of Forest Research}, volume = {25}, number = {4}, pages = {340–367}, DOI = {10.1080/02827581.2010.497496}, url = {https://doi.org/10.1080/02827581.2010.497496}, year = {2010}, type = {Journal Article} } @article{3030, author = {McRoberts, R. E. and Cohen, W. B. and Pflugmacher, D.}, title = {Preface, 2012 ForestSAT Special Issue}, journal = {Remote Sensing of Environment}, volume = {151}, pages = {1–2}, DOI = {10.1016/j.rse.2014.02.010}, url = {https://doi.org/10.1016/j.rse.2014.02.010}, year = {2014}, type = {Journal Article} } @article{8889, author = {McRoberts, R. E. and Vibrans, A. C. and Sannier, C. and Næsset, E. and Hansen, M. C. and Walters, B. F. and Lingner, D. V.}, title = {Methods for evaluating the utilities of local and global maps for increasing the precision of estimates of subtropical forest area}, journal = {Canadian Journal of Forest Research}, volume = {46}, number = {7}, pages = {924–932}, DOI = {10.1139/cjfr-2016-0064}, url = {https://doi.org/10.1139/cjfr-2016-0064}, year = {2016}, type = {Journal Article} } @article{1408, author = {Means, J. E. and Acker, S. A. and Harding, D. J. and Blair, J. B. and Lefsky, M. A. and Cohen, W. B. and Harmon, M. E. and McKee, W. A.}, title = {Use of large-footprint scanning airborne Lidar to estimate forest stand characteristics in the western cascades of Oregon}, journal = {Remote Sensing of Environment}, volume = {67}, number = {3}, pages = {298–308}, DOI = {10.1016/S0034-4257(98)00091-1}, url = {https://doi.org/10.1016/S0034-4257(98)00091-1}, year = {1999}, type = {Journal Article} } @misc{1101, author = {Mecikalski, J. R. and Anderson, M. C. and Otkin, J. A. and Norman, J. M.}, title = {Regional scale energy and water flux climatologies as derived from remote sensing inputs and a land-exchange model}, publisher = {American Meteorological Society}, volume = {Joint Poster Session 4}, pages = {4691–4694}, month = {11–15 January 2004}, note = {READY}, DOI = {https://ams.confex.com/ams/84Annual/techprogram/session_16665.htm}, url = {https://ams.confex.com/ams/84Annual/techprogram/session_16665.htm}, year = {2004}, type = {Conference Paper} } @article{10578, author = {Mecikalski, J. R. and Diak, G. R. and Anderson, M. C. and Norman, J. M.}, title = {Estimating fluxes on continental scales using remotely sensed data in an atmospheric-land exchange model}, journal = {Journal of Applied Meteorology}, volume = {38}, number = {9}, pages = {1352–1369}, DOI = {10.1175/1520-0450(1999)038<1352:EFOCSU>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0450(1999)038<1352:EFOCSU>2.0.CO;2}, year = {1999}, type = {Journal Article} } @article{1461, author = {Mecikalski, J. R. and Diak, G. R. and Norman, J. M. and Anderson, M. C.}, title = {A method for estimating regional surface sensible heating using shelter-level air temperature and upper-air data}, journal = {Agricultural and Forest Meteorology}, volume = {88}, number = {1–4}, pages = {101–110}, DOI = {10.1016/S0168-1923(97)00050-6}, url = {https://doi.org/10.1016/S0168-1923(97)00050-6}, year = {1997}, type = {Journal Article} } @misc{9967, author = {Mecikalski, J. R. and Mackaro, S. M. and Anderson, M. C. and Norman, J. M. and Basara, J. B.}, title = {Evaluating the use of the Atmospheric Land Exchange Inverse (ALEXI) model in short-term prediction and mesoscale diagnosis}, publisher = {American Meteorological Society}, volume = {Proceedings}, pages = {1817–1821}, month = {9–13 January 2005}, note = {READY}, DOI = {http://citeseerx.ist.psu.edu/viewdoc/citations;jsessionid=8C06E615A2E24AA948973BB928DAA7D9?doi=10.1.1.553.1402}, url = {http://citeseerx.ist.psu.edu/viewdoc/citations;jsessionid=8C06E615A2E24AA948973BB928DAA7D9?doi=10.1.1.553.1402}, year = {2005}, type = {Conference Paper} } @article{10690, author = {Meddens, A. J. H. and Vierling, L. A. and Eitel, J. U. H. and Jennewein, J. S. and White, J. C. and Wulder, M. A.}, title = {Developing 5 m resolution canopy height and digital terrain models from WorldView and ArcticDEM data}, journal = {Remote Sensing of Environment}, volume = {218}, pages = {174–188}, DOI = {10.1016/j.rse.2018.09.010}, url = {https://doi.org/10.1016/j.rse.2018.09.010}, year = {2018}, type = {Journal Article} } @article{3180, author = {Meier, G. A. and Brown, J. F. and Evelsizer, R. J. and Vogelmann, J. E.}, title = {Phenology and climate relationships in aspen (Populus tremuloides Michx.) forest and woodland communities of southwestern Colorado}, journal = {Ecological Indicators}, volume = {48}, pages = {189–197}, DOI = {10.1016/j.ecolind.2014.05.033}, url = {https://doi.org/10.1016/j.ecolind.2014.05.033}, year = {2015}, type = {Journal Article} } @article{304, author = {Meigs, G. W. and Kennedy, R. E. and Cohen, W. B.}, title = {A Landsat time series approach to characterize bark beetle and defoliator impacts on tree mortality and surface fuels in conifer forests}, journal = {Remote Sensing of Environment}, volume = {115}, number = {12}, pages = {3707–3718}, DOI = {10.1016/j.rse.2011.09.009}, url = {https://doi.org/10.1016/j.rse.2011.09.009}, year = {2011}, type = {Journal Article} } @article{8244, author = {Meigs, G. W. and Kennedy, R. E. and Gray, A. N. and Gregory, M. J.}, title = {Spatiotemporal dynamics of recent mountain pine beetle and western spruce budworm outbreaks across the Pacific Northwest Region, USA}, journal = {Forest Ecology and Management}, volume = {339}, number = {1}, pages = {71–86}, DOI = {10.1016/j.foreco.2014.11.030}, url = {https://doi.org/10.1016/j.foreco.2014.11.030}, year = {2015}, type = {Journal Article} } @article{3435, author = {Meigs, G. W. and Zald, H. S. J. and Campbell, J. L. and Keeton, W. S. and Kennedy, R. E.}, title = {Do insect outbreaks reduce the severity of subsequent forest fires?}, journal = {Environmental Research Letters}, volume = {11}, number = {4}, DOI = {10.1088/1748-9326/11/4/045008}, url = {https://doi.org/10.1088/1748-9326/11/4/045008}, year = {2016}, type = {Journal Article} } @techreport{11724, author = {Meister, G. and Abel, P. and Carder, K. and Chapin, A. and Clark, D. and Cooper, J. and Davis, C. and English, D. and Fargion, G. and Feinholz, M. and Frouin, R. and Hoge, F. and Korwan, D. and Lazin, G. and McClain, C. and McLean, S. and Menzies, D. and Poteau, A. and Robertson, J. and Sherman, J. and Voss, K. and Yungel, J.}, report title = {The second SIMBIOS Radiometric Intercomparison (SIMRIC-2), March–November 2002, NASA Technical Memorandum, v. 2, 210006}, extent of work = {65}, type = {Report}, DOI = {https://ntrs.nasa.gov/search.jsp?R=20110023623}, url = {https://ntrs.nasa.gov/search.jsp?R=20110023623}, year = {2003}, type = {Report} } @misc{3200, author = {Mejia, J. F. and Niswonger, R. G. and Huntington, J.L.}, title = {Uncertainty transfer in modeling layers—From GCM to downscaling to hydrologic surface-groundwater modeling}, publisher = {International Environmental Modelling & Software Society}, volume = {Proceedings}, pages = {447–454}, month = {15–19 June 2014}, note = {READY}, DOI = {http://www.iemss.org/sites/iemss2014/proceedings.php}, url = {http://www.iemss.org/sites/iemss2014/proceedings.php}, year = {2014}, type = {Conference Paper} } @article{8368, author = {Melaas, E. K. and Friedl, M. A. and Zhu, Zhe}, title = {Detecting interannual variation in deciduous broadleaf forest phenology using Landsat TM/ETM+ data}, journal = {Remote Sensing of Environment}, volume = {132}, pages = {176–185}, DOI = {10.1016/j.rse.2013.01.011}, url = {https://doi.org/10.1016/j.rse.2013.01.011}, year = {2013}, type = {Journal Article} } @article{11899, author = {Melchiorre, A. and Boschetti, L. and Roy, D. P.}, title = {Global evaluation of the suitability of MODIS-Terra detected cloud cover as a proxy for Landsat 7 cloud conditions}, journal = {Remote Sensing}, volume = {12}, number = {2}, DOI = {10.3390/rs12020202}, url = {https://doi.org/10.3390/rs12020202}, year = {2020}, type = {Journal Article} } @article{2203, author = {Melesse, A. M. and Weng, Q. and Thenkabail, P. S. and Senay, G. B.}, title = {Remote sensing sensors and applications in environmental resources mapping and modelling}, journal = {Sensors}, volume = {7}, number = {12}, pages = {3209–3241}, DOI = {10.3390/s7123209}, url = {https://doi.org/10.3390/s7123209}, year = {2007}, type = {Journal Article} } @inbook{6970, author = {Melton, F. and Xiong, J. and Wang, W. and Milesi, C. and Li, S. and Quackenbush, A. and Theobald, D. M. and Goetz, S. J. and Jantz, P. and Nemani, R.R.}, title = {Potential impacts of climate and land use change on ecosystem processes in the Great Northern and Appalachian Landscape Conservation Cooperatives}, booktitle = {Climate change in wildlands—Pioneering approaches to science and management}, editor = {Hansen, A.J. and Monahan, W.B. and Olliff, S.T. and Theobald, D.M.}, connective phrase = {Potential impacts of climate and land use change on ecosystem processes in the Great Northern and Appalachian Landscape Conservation Cooperatives}, publisher = {Island Press}, place published = {Washington, D.C.}, pages = {119–150}, DOI = {10.5822/978-1-61091-713-1_7}, url = {https://doi.org/10.5822/978-1-61091-713-1_7}, year = {2016}, type = {Book Section} } @article{2248, author = {Melton, F. S. and Johnson, L. F. and Lund, C. P. and Pierce, L. L. and Michaelis, A. R. and Hiatt, S. H. and Guzman, A. and Adhikari, D. D. and Purdy, A. J. and Rosevelt, C. and Votava, P. and Trout, T. J. and Temesgen, B. and Frame, K. and Sheffner, E. J. and Nemani, R. R.}, title = {Satellite irrigation management support with the terrestrial observation and prediction system—A framework for integration of satellite and surface observations to support improvements in agricultural water resource management}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {5}, number = {6}, pages = {1709–1721}, DOI = {10.1109/JSTARS.2012.2214474}, url = {https://doi.org/10.1109/JSTARS.2012.2214474}, year = {2012}, type = {Journal Article} } @article{12083, author = {Menlove, J. and Healey, S. P.}, title = {A comprehensive forest biomass dataset for the USA allows customized validation of remotely sensed biomass estimates}, journal = {Remote Sensing}, volume = {12}, number = {24}, DOI = {10.3390/rs12244141}, url = {https://doi.org/10.3390/rs12244141}, year = {2020}, type = {Journal Article} } @article{10687, author = {Mentaschi, L. and Vousdoukas, M. I. and Pekel, J. F. and Voukouvalas, E. and Feyen, L.}, title = {Global long-term observations of coastal erosion and accretion}, journal = {Scientific Reports}, volume = {8}, number = {1}, DOI = {10.1038/s41598-018-30904-w}, url = {https://doi.org/10.1038/s41598-018-30904-w}, year = {2018}, type = {Journal Article} } @article{181, author = {Mertz, O. and Müller, D. and Sikor, T. and Hett, C. and Heinimann, A. and Castella, J. C. and Lestrelin, G. and Ryan, C. M. and Reay, D. S. and Schmidt-Vogt, D. and Danielsen, F. and Theilade, I. and van Noordwijk, M. and Verchot, L. V. and Burgess, N. D. and Berry, N. J. and Pham, T. T. and Messerli, P. and Xu, J. and Fensholt, R. and Hostert, P. and Pflugmacher, D. and Bruun, T. B. and de Neergaard, A. and Dons, K. and Dewi, S. and Rutishauser, E. and Sun, Z.}, title = {The forgotten D—Challenges of addressing forest degradation in complex mosaic landscapes under REDD+}, journal = {Geografisk Tidsskrift}, volume = {112}, number = {1}, pages = {63–76}, DOI = {10.1080/00167223.2012.709678}, url = {https://doi.org/10.1080/00167223.2012.709678}, year = {2012}, type = {Journal Article} } @misc{850, author = {Messinger, D. W. and West, J. E. and Schott, J. R.}, title = {Improving background multivariate normality and target detection performance using spatial and spectral segmentation}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {371–374}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.100}, url = {https://doi.org/10.1109/IGARSS.2006.100}, year = {2006}, type = {Conference Paper} } @misc{11005, author = {Metternicht, G. and Lucas, R. and Bunting, P. and Held, A. and Lymburner, L. and Ticehurst, C.}, title = {Addressing mangrove protection in Australia—The contribution of earth observation technologies}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6548–6551}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8517518}, url = {https://doi.org/10.1109/IGARSS.2018.8517518}, year = {2018}, type = {Conference Paper} } @misc{9950, author = {Mettler, C. and Helder, D.L.}, title = {Cross-calibration of the Landsat-4 and Landsat-5 thematic mappers}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5882}, month = {31 July–1 August 2005}, note = {READY}, DOI = {10.1117/12.619539}, url = {https://doi.org/10.1117/12.619539}, year = {2005}, type = {Conference Paper} } @article{2899, author = {Meyer, K. and Platnick, S. and Oreopoulos, L. and Lee, D.}, title = {Estimating the direct radiative effect of absorbing aerosols overlying marine boundary layer clouds in the southeast Atlantic using MODIS and CALIOP}, journal = {Journal of Geophysical Research Atmospheres}, volume = {118}, number = {10}, pages = {4801–4815}, DOI = {10.1002/jgrd.50449}, url = {https://doi.org/10.1002/jgrd.50449}, year = {2013}, type = {Journal Article} } @misc{10086, author = {Meyers, J. P. and Schott, J. R. and Brown, S. D.}, title = {Incorporation of polarization into the DIRSIG synthetic image generation model}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4816}, pages = {132–143}, month = {8–10 July 2002}, note = {READY}, DOI = {10.1117/12.451545}, url = {https://doi.org/10.1117/12.451545}, year = {2002}, type = {Conference Paper} } @article{12287, author = {Meyfroidt, P. and de Bremond, A. and Ryan, C. M. and Archer, E. and Aspinall, R. and Chhabra, A. and Camara, G. and Corbera, E. and DeFries, R. and Díaz, S. and Dong, J. and Ellis, E. C. and Erb, K. H. and Fisher, J. A. and Garrett, R. D. and Golubiewski, N. E. and Grau, H. R. and Grove, J. M. and Haberl, H. and Heinimann, A. and Hostert, P. and Jobbágy, E. G. and Kerr, S. and Kuemmerle, T. and Lambin, E. F. and Lavorel, S. and Lele, S. and Mertz, O. and Messerli, P. and Metternicht, G. and Munroe, D. K. and Nagendra, H. and Nielsen, J. Ø and Ojima, D. S. and Parker, D. C. and Pascualc, U. and Porter, J. R. and Ramankutty, N. and Reenberg, A. and Chowdhury, R. R. and Seto, K. C. and Seufert, V. and Shibata, H. and Thomson, A. and Turner, B. L., II and Urabe, J. and Veldkamp, T. and Verburg, P. H. and Zeleke, G. and zu Ermgassen, E. K. H. J.}, title = {Ten facts about land systems for sustainability}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {119}, number = {7}, abstract = {Land use is central to addressing sustainability issues, including biodiversity conservation, climate change, food security, poverty alleviation, and sustainable energy. In this paper, we synthesize knowledge accumulated in land system science, the integrated study of terrestrial social-ecological systems, into 10 hard truths that have strong, general, empirical support. These facts help to explain the challenges of achieving sustainability in land use and thus also point toward solutions. The 10 facts are as follows: 1) Meanings and values of land are socially constructed and contested; 2) land systems exhibit complex behaviors with abrupt, hard-to-predict changes; 3) irreversible changes and path dependence are common features of land systems; 4) some land uses have a small footprint but very large impacts; 5) drivers and impacts of land-use change are globally interconnected and spill over to distant locations; 6) humanity lives on a used planet where all land provides benefits to societies; 7) land-use change usually entails trade-offs between different benefits—"win–wins" are thus rare; 8) land tenure and land-use claims are often unclear, overlapping, and contested; 9) the benefits and burdens from land are unequally distributed; and 10) land users have multiple, sometimes conflicting, ideas of what social and environmental justice entails. The facts have implications for governance, but do not provide fixed answers. Instead they constitute a set of core principles which can guide scientists, policy makers, and practitioners toward meeting sustainability challenges in land use. © 2022 National Academy of Sciences. All rights reserved.}, DOI = {10.1073/pnas.2109217118}, url = {https://doi.org/10.1073/pnas.2109217118}, year = {2022}, type = {Journal Article} } @article{11988, author = {Mhawish, A. and Banerjee, T. and Sorek-Hamer, M. and Bilal, M. and Lyapustin, A. I. and Chatfield, R. and Broday, D. M.}, title = {Estimation of high-resolution PM2.5over the Indo-Gangetic Plain by fusion of satellite data, meteorology, and land use variables}, journal = {Environmental Science and Technology}, volume = {54}, number = {13}, pages = {7891–7900}, DOI = {10.1021/acs.est.0c01769}, url = {https://doi.org/10.1021/acs.est.0c01769}, year = {2020}, type = {Journal Article} } @article{10879, author = {Mhawish, A. and Banerjee, T. and Sorek-Hamer, M. and Lyapustin, A. and Broday, D. M. and Chatfield, R.}, title = {Comparison and evaluation of MODIS Multi-angle Implementation of Atmospheric Correction (MAIAC) aerosol product over South Asia}, journal = {Remote Sensing of Environment}, volume = {224}, pages = {12–28}, DOI = {10.1016/j.rse.2019.01.033}, url = {https://doi.org/10.1016/j.rse.2019.01.033}, year = {2019}, type = {Journal Article} } @misc{2446, author = {Michael, K. and Murphy, K. and Lowe, D. and Masuoka, E. and Vollmer, B. and Tilmes, C. and Teague, M. and Ye, G. and Maiden, M. and Goodman, H. M. and Justice, C.O.}, title = {Implementation of the land, atmosphere near real-time capability for EOS (LANCE)}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1442–1445}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5650534}, url = {https://doi.org/10.1109/IGARSS.2010.5650534}, year = {2010}, type = {Conference Paper} } @article{211, author = {Michaud, J. S. and Coops, N. C. and Andrew, M. E. and Wulder, M. A.}, title = {Characterising spatiotemporal environmental and natural variation using a dynamic habitat index throughout the province of Ontario}, journal = {Ecological Indicators}, volume = {18}, pages = {303–311}, DOI = {10.1016/j.ecolind.2011.11.027}, url = {https://doi.org/10.1016/j.ecolind.2011.11.027}, year = {2012}, type = {Journal Article} } @article{3113, author = {Michaud, J. S. and Coops, N. C. and Andrew, M. E. and Wulder, M. A. and Brown, G. S. and Rickbeil, G. J. M.}, title = {Estimating moose (Alces alces) occurrence and abundance from remotely derived environmental indicators}, journal = {Remote Sensing of Environment}, volume = {152}, pages = {190–201}, DOI = {10.1016/j.rse.2014.06.005}, url = {https://doi.org/10.1016/j.rse.2014.06.005}, year = {2014}, type = {Journal Article} } @misc{12405, author = {Micijevic, E. and Barsi, J. and Haque, M. O. and Levy, R. and Anderson, C. and Thome, K. and Czapla-Myers, J. and Helder, D.}, title = {Radiometric performance of the Landsat 9 Operational Land Imager over the first 8 months on orbit}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12232}, month = {21–26 August 2022}, note = {READY}, abstract = {The Landsat 9 satellite was launched on September 27, 2021 to continue systematic imaging of the Earth’s land surfaces. Together with Landsat 8, it provides coverage of the entire Earth every 8 days. Landsat 9 carries the Operational Land Imager (OLI), which is practically a copy of the Landsat 8 OLI, and the Thermal Infrared Sensor (TIRS). In this paper we demonstrate the excellent radiometric performance of Landsat 9 OLI over its first several months of operations on orbit. On-board calibrator data were used to assess the sensor’s radiometric performance characteristics. All spectral bands are radiometrically stable to within 0.1%. The signal-to-noise performance is stable and is 3 to 8% better than Landsat 8. The bias stability is better than 1 DN (Digital Number). The validation of the absolute calibration performed with surface measurements indicated the OLI was calibrated to within 5% in spectral radiance and 3% in reflectance. Still, a comparison between Landsat 9 and Landsat 8 OLI derived top-of-atmosphere reflectance indicated small disagreements between the instruments in all spectral bands, The absolute radiometric calibration of Landsat 9 OLI was adjusted to be in closer agreement with Landsat 8 OLI before products were released to the public. © 2022 SPIE.}, keywords = {calibration characterization Landsat 9 OLI performance radiometry Infrared detectors Infrared radiation Orbits Reflection Signal to noise ratio Surface measurement Land surface LANDSAT On orbit Operational land imager Radiometric performance Spectral band Thermal infrared sensors}, DOI = {10.1117/12.2634301}, url = {https://doi.org/10.1117/12.2634301}, year = {2022}, type = {Conference Paper} } @misc{9951, author = {Micijevic, E. and Helder, D. L.}, title = {Outgassing models for Landsat-4 thematic mapper short wave infrared bands}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5882}, month = {31 July–1 August 2005}, note = {READY}, DOI = {10.1117/12.620160}, url = {https://doi.org/10.1117/12.620160}, year = {2005}, type = {Conference Paper} } @techreport{12311, author = {Micijevic, E. and Rengarajan, R. and Haque, M. O. and Lubke, M. and Tuli, F. T. Z. and Shaw, J. L. and Hasan, N. and Denevan, A. and Franks, S. and Choate, M. J. and Anderson, C. and Markham, B. and Thome, K. and Kaita, E. and Barsi, J. and Levy, R. and Ong, L.}, report title = {ECCOE Landsat Quarterly Calibration and Validation Report—Quarter 3, 2021, U.S. Geological Survey Open-File Report 1025}, abstract = {The U.S. Geological Survey (USGS) Earth Resources Observation and Science (EROS) Calibration and Validation (Cal/Val) Center of Excellence (ECCOE) focuses on improving the accuracy, precision, calibration, and product quality of remote-sensing data, leveraging years of multiscale optical system geometric and radiometric calibration and characterization experience. The ECCOE Landsat Cal/Val Team continually monitors the geometric and radiometric performance of active Landsat missions and makes calibration adjustments, as needed, to maintain data quality at the highest level. This report provides observed geometric and radiometric analysis results for Landsats 7–8 for quarter 3 (July– September), 2021. All data used to compile the Cal/Val analysis results presented in this report are freely available from the USGS EarthExplorer website: https://ea​rthexplore​r.usgs.gov. One specific activity that the Cal/Val Team continued to closely monitor this quarter was the Landsat 8 Thermal Infrared Sensor (TIRS) response degradation, which has been observed since the two November 2020 safehold events. Detailed analysis results characterizing this degradation have been included in this report. Additional information about the safehold events is here: h​ttps://www​.usgs.gov/​core-​science-​ systems/​nli/​landsat/​november-​19-​2020-​landsat-​8-​data-​ availability-​update-​recent-​safehold. © 2022, US Geological Survey. All rights reserved.}, extent of work = {38}, type = {Report}, DOI = {10.3133/ofr20221025}, url = {https://doi.org/10.3133/ofr20221025}, year = {2022}, type = {Report} } @misc{4545, author = {Middleton, E. M. and Drolet, G. and Huemmrich, K. F. and Hall, F. G. and Knox, R. G. and Black, A. and Barr, A. and Lyapustin, A. I. and Gervin, J. C. and Margolis, H.}, title = {Direct satellite inference of ecosystem light use efficiency for carbon exchange using MODIS on Terra and Aqua}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2038–2041}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1370750}, url = {https://doi.org/10.1109/IGARSS.2004.1370750}, year = {2004}, type = {Conference Paper} } @article{3387, author = {Mildrexler, D. and Yang, Z. and Cohen, W. B. and Bell, D. M.}, title = {A forest vulnerability index based on drought and high temperatures}, journal = {Remote Sensing of Environment}, volume = {173}, pages = {314–325}, DOI = {10.1016/j.rse.2015.11.024}, url = {https://doi.org/10.1016/j.rse.2015.11.024}, year = {2016}, type = {Journal Article} } @article{8916, author = {Mildrexler, D. J. and Zhao, M. and Cohen, W. B. and Running, S. W. and Song, X. P. and Jones, M. O.}, title = {Thermal anomalies detect critical global land surface changes}, journal = {Journal of Applied Meteorology and Climatology}, volume = {57}, number = {2}, pages = {391–411}, DOI = {10.1175/JAMC-D-17-0093.1}, url = {https://doi.org/10.1175/JAMC-D-17-0093.1}, year = {2018}, type = {Journal Article} } @misc{2342, author = {Milesi, C. and Elvidge, C. D. and Nemani, R. R. and Running, S. W.}, title = {Impact of urban sprawl on net primary productivity in the Southeastern United States}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2971–2973}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1026839}, url = {https://doi.org/10.1109/IGARSS.2002.1026839}, year = {2002}, type = {Conference Paper} } @article{2330, author = {Milesi, C. and Elvidge, C. D. and Nemani, R. R. and Running, S. W.}, title = {Assessing the impact of urban land development on net primary productivity in the southeastern United States}, journal = {Remote Sensing of Environment}, volume = {86}, number = {3}, pages = {401–410}, DOI = {10.1016/S0034-4257(03)00081-6}, url = {https://doi.org/10.1016/S0034-4257(03)00081-6}, year = {2003}, type = {Journal Article} } @article{2317, author = {Milesi, C. and Hashimoto, H. and Running, S. W. and Nemani, R. R.}, title = {Climate variability, vegetation productivity and people at risk}, journal = {Global and Planetary Change}, volume = {47}, number = {2–4}, pages = {221–231}, DOI = {10.1016/j.gloplacha.2004.10.020}, url = {https://doi.org/10.1016/j.gloplacha.2004.10.020}, year = {2005}, type = {Journal Article} } @article{8766, author = {Milesi, C. and Nemani, R. R. and Running, S. W. and Elvidge, C. D.}, title = {Assessing the environmental impacts of human settlements using satellite data}, journal = {Management of Environmental Quality—An International Journal}, volume = {14}, number = {1}, pages = {99–107}, DOI = {10.1108/14777830310460414}, url = {https://doi.org/10.1108/14777830310460414}, year = {2003}, type = {Journal Article} } @article{2316, author = {Milesi, C. and Running, S. W. and Elvidge, C. D. and Dietz, J. B. and Tuttle, B. T. and Nemani, R. R.}, title = {Mapping and modeling the biogeochemical cycling of turf grasses in the United States}, journal = {Environmental Management}, volume = {36}, number = {3}, pages = {426–438}, DOI = {10.1007/s00267-004-0316-2}, url = {https://doi.org/10.1007/s00267-004-0316-2}, year = {2005}, type = {Journal Article} } @article{2184, author = {Milesi, C. and Samanta, A. and Hashimoto, H. and Kumar, K. K. and Ganguly, S. and Thenkabail, P. S. and Srivastava, A. N. and Nemani, R. R. and Myneni, R. B.}, title = {Decadal variations in NDVI and food production in India}, journal = {Remote Sensing}, volume = {2}, number = {3}, pages = {758–776}, DOI = {10.3390/rs2030758}, url = {https://doi.org/10.3390/rs2030758}, year = {2010}, type = {Journal Article} } @article{8762, author = {Miller, C. R. and Barton, B. T. and Zhu, L. and Radeloff, V. C. and Oliver, K. M. and Harmon, J. P. and Ives, A. R.}, title = {Combined effects of night warming and light pollution on predator - Prey interactions}, journal = {Proceedings of the Royal Society B—Biological Sciences}, volume = {284}, number = {1864}, DOI = {10.1098/rspb.2017.1195}, url = {https://doi.org/10.1098/rspb.2017.1195}, year = {2017}, type = {Journal Article} } @article{12053, author = {Miller, J. Z. and Long, D. G. and Jezek, K. C. and Johnson, J. T. and Brodzik, M. J. and Shuman, C. A. and Koenig, L. S. and Scambos, T. A.}, title = {Brief communication—Mapping Greenland's perennial firn aquifers using enhanced-resolution L-band brightness temperature image time series}, journal = {Cryosphere}, volume = {14}, number = {9}, pages = {2809–2817}, DOI = {10.5194/tc-14-2809-2020}, url = {https://doi.org/10.5194/tc-14-2809-2020}, year = {2020}, type = {Journal Article} } @article{1391, author = {Milne, B. T. and Cohen, W. B.}, title = {Multiscale assessment of binary and continuous landcover variables for MODIS validation, mapping, and modeling applications}, journal = {Remote Sensing of Environment}, volume = {70}, number = {1}, pages = {82–98}, DOI = {10.1016/S0034-4257(99)00059-0}, url = {https://doi.org/10.1016/S0034-4257(99)00059-0}, year = {1999}, type = {Journal Article} } @article{12197, author = {Miraglio, T. and Huesca, M. and Gastellu-Etchegorry, J. P. and Schaaf, C. and Adeline, K. R. M. and Ustin, S. L. and Briottet, X.}, title = {Impact of modeling abstractions when estimating leaf mass per area and equivalent water thickness over sparse forests using a hybrid method}, journal = {Remote Sensing}, volume = {13}, number = {16}, DOI = {10.3390/rs13163235}, url = {https://doi.org/10.3390/rs13163235}, year = {2021}, type = {Journal Article} } @article{3210, author = {Mishra, N. and Haque, M. O. and Leigh, L. and Aaron, D.B. and Helder, D.L. and Markham, B.}, title = {Radiometric cross calibration of Landsat 8 Operational Land Imager (OLI) and Landsat 7 Enhanced Thematic Mapper Plus (ETM+)}, journal = {Remote Sensing}, volume = {6}, number = {12}, pages = {12619–12638}, DOI = {10.3390/rs61212619}, url = {https://doi.org/10.3390/rs61212619}, year = {2014}, type = {Journal Article} } @article{3058, author = {Mishra, N. and Helder, D.L. and Angal, A. and Choi, J. and Xiong, X.}, title = {Absolute calibration of optical satellite sensors using Libya 4 pseudo invariant calibration site}, journal = {Remote Sensing}, volume = {6}, number = {2}, pages = {1327–1346}, DOI = {10.3390/rs6021327}, url = {https://doi.org/10.3390/rs6021327}, year = {2014}, type = {Journal Article} } @article{3611, author = {Mishra, N. and Helder, D.L. and Barsi, J. and Markham, B.}, title = {Continuous calibration improvement in solar reflective bands—Landsat 5 through Landsat 8}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {7–15}, DOI = {10.1016/j.rse.2016.07.032}, url = {https://doi.org/10.1016/j.rse.2016.07.032}, year = {2016}, type = {Journal Article} } @article{10681, author = {Mishra, V. and Cruise, J. F. and Hain, C. R. and Mecikalski, J. R. and Anderson, M. C.}, title = {Development of soil moisture profiles through coupled microwave-thermal infrared observations in the southeastern United States}, journal = {Hydrology and Earth System Sciences}, volume = {22}, number = {9}, pages = {4935–4957}, DOI = {10.5194/hess-22-4935-2018}, url = {https://doi.org/10.5194/hess-22-4935-2018}, year = {2018}, type = {Journal Article} } @article{59, author = {Mishra, V. and Cruise, J. F. and Mecikalski, J. R. and Hain, C. R. and Anderson, M. C.}, title = {A remote-sensing driven tool for estimating crop stress and yields}, journal = {Remote Sensing}, volume = {5}, number = {7}, pages = {3331–3356}, DOI = {10.3390/rs5073331}, url = {https://doi.org/10.3390/rs5073331}, year = {2013}, type = {Journal Article} } @article{11436, author = {Mishra, V. and Ellenburg, W. L. and Griffin, R. E. and Mecikalski, J. R. and Cruise, J. F. and Hain, C. R. and Anderson, M. C.}, title = {An initial assessment of a SMAP soil moisture disaggregation scheme using TIR surface evaporation data over the continental United States}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {68}, pages = {92–104}, DOI = {10.1016/j.jag.2018.02.005}, url = {https://doi.org/10.1016/j.jag.2018.02.005}, year = {2018}, type = {Journal Article} } @techreport{3953, author = {Mitchell, B. G. and Bricaud, A. and Carder, K.L. and Cleveland, J. and Ferrari, G. and Gould, R. and Kahru, M. and Kishino, M. and Maske, H. and Moisan, T. and Moore, L. and Nelson, N. and Phinney, D. and Reynolds, R. and Sosik, H. and Stramski, D. and Tassan, S. and Trees, C. and Weidemann, A. and Wieland, J. and Vodacek, A.}, section title = {Determination of spectral absorption coefficients of particles, dissolved material and phytoplankton for discrete water samples}, editor = {Fargion, G.S. and Mueller, J.L.}, report title = {Ocean optics protocols for satellite ocean color sensor validation, rev. 2, NASA Technical Memorandum, NASA/TM—2000-209966}, pages = {125–153}, type = {Report}, DOI = {https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20000097063.pdf#page=106}, url = {https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20000097063.pdf#page=106}, year = {2000}, type = {Report} } @article{717, author = {Mitchell, S. W. and Remmel, T. K. and Csillag, F. and Wulder, M. A.}, title = {Distance to second cluster as a measure of classification confidence}, journal = {Remote Sensing of Environment}, volume = {112}, number = {5}, pages = {2615–2626}, DOI = {10.1016/j.rse.2007.12.006}, url = {https://doi.org/10.1016/j.rse.2007.12.006}, year = {2008}, type = {Journal Article} } @article{9041, author = {Mithal, V. and Nayak, G. and Khandelwal, A. and Kumar, V. and Nemani, R.R. and Oza, N. C.}, title = {Mapping burned areas in tropical forests using a novel machine learning framework}, journal = {Remote Sensing}, volume = {10}, number = {1}, DOI = {10.3390/rs10010069}, url = {https://doi.org/10.3390/rs10010069}, year = {2018}, type = {Journal Article} } @article{8820, author = {Mithal, V. and Nayak, G. and Khandelwal, A. and Kumar, V. and Oza, N. C. and Nemani, R.R.}, title = {RAPT—Rare Class Prediction in Absence of True Labels}, journal = {IEEE Transactions on Knowledge and Data Engineering}, volume = {29}, number = {11}, pages = {2484–2497}, DOI = {10.1109/TKDE.2017.2739739}, url = {https://doi.org/10.1109/TKDE.2017.2739739}, year = {2017}, type = {Journal Article} } @article{8547, author = {Miyahara, H. and Wen, G. and Cahalan, R. F. and Ohmura, A.}, title = {Deriving historical total solar irradiance from lunar borehole temperatures}, journal = {Geophysical Research Letters}, volume = {35}, number = {2}, DOI = {10.1029/2007GL032171}, url = {https://doi.org/10.1029/2007GL032171}, year = {2008}, type = {Journal Article} } @article{3587, author = {Mladenova, I. E. and Bolten, J. D. and Crow, W. T. and Anderson, M. C. and Hain, C. R. and Johnson, D. M. and Mueller, R.}, title = {Intercomparison of soil moisture, evaporative stress, and vegetation indices for estimating corn and soybean yields over the U.S.}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {10}, number = {4}, pages = {1328–1343}, DOI = {10.1109/JSTARS.2016.2639338}, url = {https://doi.org/10.1109/JSTARS.2016.2639338}, year = {2017}, type = {Journal Article} } @article{12343, author = {Mockrin, M. H. and Fishler, H. K. and Kramer, H. A. and Radeloff, V. C. and Stewart, S. I.}, title = {A tale of two fires—Retreat and rebound a decade after wildfires in California and South Carolina}, journal = {Society and Natural Resources}, volume = {35}, number = {8}, pages = {875–895}, abstract = {In recent decades, wildfires have destroyed growing numbers of homes in the United States. Wildfire recovery has emerged as a critical time to reduce future vulnerability, yet we lack knowledge of how rebuilding efforts unfold over time, and are shaped by resident and housing characteristics, land use planning, and government regulations. We used a case study approach to document housing recovery a decade post-event for the Highway 31 fire in suburban South Carolina, and the Station fire in exurban California (both in 2009). We found divergent rebuilding and mitigation outcomes; rebuilding was rapid after the Highway 31 fire (all but one house rebuilt) but minimal (11.7% houses rebuilt) after the Station fire where a complex setting and regulation regime effected an ‘unmanaged retreat.’ We discuss implications for post-fire recovery programming and the need for longitudinal research as the world faces increasing wildfire losses. © 2022 Taylor & Francis Group, LLC.}, ISSN = {0894-1920 1521-0723}, DOI = {10.1080/08941920.2022.2081895}, url = {https://doi.org/10.1080/08941920.2022.2081895}, year = {2022}, type = {Journal Article} } @article{12257, author = {Mockrin, M. H. and Helmers, D. and Martinuzzi, S. and Hawbaker, T. J. and Radeloff, V. C.}, title = {Growth of the wildland-urban interface within and around U.S. national forests and grasslands, 1990–2010}, journal = {Landscape and Urban Planning}, volume = {218}, abstract = {The wildland-urban interface (WUI), where housing is in close proximity to or intermingled with wildland vegetation, is widespread throughout the United States, but it is unclear how this type of housing development affects public lands. We used a national dataset to examine WUI distribution and growth (1990–2010) in proximity to National Forests and created a typology to characterize each National Forest's combination of WUI area and housing growth. We found that National Forests are hotspots for WUI growth, with a 38% increase in WUI area and 46% growth in WUI houses from 1990 to 2010, in excess of WUI growth for the conterminous U.S. Growth within National Forests was higher than the surrounding area. Diffuse intermix WUI, where houses are intermingled with wildland vegetation, is common within National Forests, but WUI houses around National Forests were primarily in denser interface WUI areas, which lack substantial wildland vegetation. WUI was more prevalent within and around National Forests in the East, while National Forests in the West experienced higher rates of WUI growth. National Forests with the most challenging WUI issues—extensive WUI area and rapid growth in intermix and interface—were found primarily in the South and interior West. Given the diversity of WUI landscapes, effectively responding to current and future WUI challenges will require both engagement with individual homeowners dispersed throughout National Forests, as well as increased emphasis on mitigating denser interface development around National Forests. At a time when wildfire risks are expected to intensify due to climate change, and 75% of privately owned land within and around National Forests is not yet WUI, understanding WUI growth patterns in proximity to public lands is vital for land management and human well-being. © 2021}, DOI = {10.1016/j.landurbplan.2021.104283}, url = {https://doi.org/10.1016/j.landurbplan.2021.104283}, year = {2022}, type = {Journal Article} } @article{10851, author = {Mockrin, M. H. and Locke, D. H. and Stewart, S. I. and Hammer, R. B. and Radeloff, V. C.}, title = {Forests, houses, or both? Relationships between land cover, housing characteristics, and resident socioeconomic status across ecoregions}, journal = {Journal of Environmental Management}, volume = {234}, pages = {464–475}, DOI = {10.1016/j.jenvman.2018.12.001}, url = {https://doi.org/10.1016/j.jenvman.2018.12.001}, year = {2019}, type = {Journal Article} } @article{8289, author = {Mockrin, M. H. and Stewart, S. I. and Matonis, M. S. and Johnson, K. M. and Hammer, R. B. and Radeloff, V. C.}, title = {Sprawling and diverse—The changing U.S. population and implications for public lands in the 21st Century}, journal = {Journal of Environmental Management}, volume = {215}, pages = {153–165}, DOI = {10.1016/j.jenvman.2018.03.053}, url = {https://doi.org/10.1016/j.jenvman.2018.03.053}, year = {2018}, type = {Journal Article} } @article{8608, author = {Mockrin, M. H. and Stewart, S. I. and Radeloff, V. C. and Hammer, R. B.}, title = {Recovery and adaptation after wildfire on the Colorado Front Range (2010-12)}, journal = {International Journal of Wildland Fire}, volume = {25}, number = {11}, pages = {1144–1155}, DOI = {10.1071/WF16020}, url = {https://doi.org/10.1071/WF16020}, year = {2016}, type = {Journal Article} } @article{8646, author = {Mockrin, M. H. and Stewart, S. I. and Radeloff, V. C. and Hammer, R. B. and Alexandre, P. M.}, title = {Adapting to wildfire—Rebuilding after home loss}, journal = {Society and Natural Resources}, volume = {28}, number = {8}, pages = {839–856}, DOI = {10.1080/08941920.2015.1014596}, url = {https://doi.org/10.1080/08941920.2015.1014596}, year = {2015}, type = {Journal Article} } @article{8154, author = {Mockrin, M. H. and Stewart, S. I. and Radeloff, V. C. and Hammer, R. B. and Johnson, K. 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D.}, title = {Archiving and distributing three long-term interconnected geospatial data sets}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {47}, number = {1}, pages = {59–71}, DOI = {10.1109/TGRS.2008.2002815}, url = {https://doi.org/10.1109/TGRS.2008.2002815}, year = {2009}, type = {Journal Article} } @article{8455, author = {Moran, M. S. and Hymer, D. C. and Qi, J. and Kerr, Y.}, title = {Comparison of ERS-2 SAR and Landsat TM imagery for monitoring agricultural crop and soil conditions}, journal = {Remote Sensing of Environment}, volume = {79}, number = {2–3}, pages = {243–252}, DOI = {10.1016/S0034-4257(01)00276-0}, url = {https://doi.org/10.1016/S0034-4257(01)00276-0}, year = {2002}, type = {Journal Article} } @article{8467, author = {Moran, M. S. and Inoue, Y. and Barnes, E. M.}, title = {Opportunities and limitations for image-based remote sensing in precision crop management}, journal = {Remote Sensing of Environment}, volume = {61}, number = {3}, pages = {319–346}, DOI = {10.1016/S0034-4257(97)00045-X}, url = {https://doi.org/10.1016/S0034-4257(97)00045-X}, year = {1997}, type = {Journal Article} } @misc{5706, author = {Moran, M. S. and O'Neill, P. E. and Entekhabi, D. and Njoku, E. G. and Kellogg, K. H.}, title = {Fostering applications opportunities for the NASA Soil Moisture Active Passive (SMAP) mission}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2571–2574}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5652647}, url = {https://doi.org/10.1109/IGARSS.2010.5652647}, year = {2010}, type = {Conference Paper} } @article{9106, author = {Moran, M. S. and Peters-Lidard, C. D. and Watts, J. M. and Mc Elroy, S.}, title = {Estimating soil moisture at the watershed scale with satellite-based radar and land surface models}, journal = {Canadian Journal of Remote Sensing}, volume = {30}, number = {5}, pages = {805–826}, DOI = {10.5589/m04-043}, url = {https://doi.org/10.5589/m04-043}, year = {2004}, type = {Journal Article} } @article{8163, author = {Moran, M. S. and Rahman, A. F. and Washburne, J. C. and Goodrich, D. C. and Weltz, M. A. and Kustas, W. P.}, title = {Combining the Penman-Monteith equation with measurements of surface temperature and reflectance to estimate evaporation rates of semiarid grassland}, journal = {Agricultural and Forest Meteorology}, volume = {80}, number = {2–4}, pages = {87–109}, DOI = {10.1016/0168-1923(95)02292-9}, url = {https://doi.org/10.1016/0168-1923(95)02292-9}, year = {1996}, type = {Journal Article} } @article{8167, author = {Moran, M. S. and Scott, R. L. and Hamerlynck, E. P. and Green, K. N. and Emmerich, W. E. and Holifield Collins, C. D.}, title = {Soil evaporation response to Lehmann lovegrass (Eragrostis lehmanniana) invasion in a semiarid watershed}, journal = {Agricultural and Forest Meteorology}, volume = {149}, number = {12}, pages = {2133–2142}, DOI = {10.1016/j.agrformet.2009.03.018}, url = {https://doi.org/10.1016/j.agrformet.2009.03.018}, year = {2009}, type = {Journal Article} } @article{8166, author = {Moran, M. S. and Scott, R. L. and Keefer, T. O. and Emmerich, W. E. and Hernandez, M. and Nearing, G. S. and Paige, G. B. and Cosh, M. H. and O'Neill, P. E.}, title = {Partitioning evapotranspiration in semiarid grassland and shrubland ecosystems using time series of soil surface temperature}, journal = {Agricultural and Forest Meteorology}, volume = {149}, number = {1}, pages = {59–72}, DOI = {10.1016/j.agrformet.2008.07.004}, url = {https://doi.org/10.1016/j.agrformet.2008.07.004}, year = {2009}, type = {Journal Article} } @article{8466, author = {Moran, M. S. and Vidal, A. and Troufleau, D. and Qi, J. and Clarke, T. R. and Pinter Jr, P. J. and Mitchell, T. A. and Inoue, Y. and Neale, C. M. U.}, title = {Combining multifrequency microwave and optical data for crop management}, journal = {Remote Sensing of Environment}, volume = {61}, number = {1}, pages = {96–109}, DOI = {10.1016/S0034-4257(96)00243-X}, url = {https://doi.org/10.1016/S0034-4257(96)00243-X}, year = {1997}, type = {Journal Article} } @misc{2520, author = {Morisette, Jeff and Privette, Jeff and Justice, C. O. and Starr, David}, title = {MODIS land validation activities—Status and review}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1699–1701}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.857317}, url = {https://doi.org/10.1109/IGARSS.2000.857317}, year = {2000}, type = {Conference Paper} } @article{897, author = {Morisette, J. T. and Baret, F. and Privette, J. L. and Myneni, R. B. and Nickeson, J. E. and Garrigues, S. and Shabanov, N. V. and Weiss, M. and Fernandes, R. A. and Leblanc, S. G. and Kalacska, M. and Sánchez-Azofeifa, G. A. and Chubey, M. and Rivard, B. and Stenberg, P. and Rautiainen, M. and Voipio, P. and Manninen, T. and Pilant, A. N. and Lewis, T. E. and Iiames, J. S. and Colombo, R. and Meroni, M. and Busetto, L. and Cohen, W. B. and Turner, D. P. and Warner, E. D. and Petersen, G. W. and Seufert, G. and Cook, R.}, title = {Validation of global moderate-resolution LAI products—A framework proposed within the CEOS land product validation subgroup}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {44}, number = {7}, pages = {1804–1814}, DOI = {10.1109/TGRS.2006.872529}, url = {https://doi.org/10.1109/TGRS.2006.872529}, year = {2006}, type = {Journal Article} } @article{2488, author = {Morisette, J. T. and Giglio, L. and Csiszar, I. and Justice, C. O.}, title = {Validation of the MODIS active fire product over Southern Africa with ASTER data}, journal = {International Journal of Remote Sensing}, volume = {26}, number = {19}, pages = {4239–4264}, DOI = {10.1080/01431160500113526}, url = {https://doi.org/10.1080/01431160500113526}, year = {2005}, type = {Journal Article} } @article{10584, author = {Morisette, J. T. and Giglio, L. and Csiszar, I. and Setzer, A. and Schroeder, W. and Morton, D. and Justice, C. O.}, title = {Validation of MODIS active fire detection products derived from two algorithms}, journal = {Earth Interactions}, volume = {9}, DOI = {10.1175/EI141.1}, url = {https://doi.org/10.1175/EI141.1}, year = {2005}, type = {Journal Article} } @article{1128, author = {Morisette, J. T. and Nickeson, J. E. and Davis, P. and Wang, Y. and Tian, Y. and Woodcock, C. E. and Shabanov, N. and Hansen, M.C. and Cohen, W. B. and Oetter, D. R. and Kennedy, R. E.}, title = {High spatial resolution satellite observations for validation of MODIS land products—IKONOS observations acquired under the NASA Scientific Data Purchase}, journal = {Remote Sensing of Environment}, volume = {88}, number = {1–2}, pages = {100–110}, DOI = {10.1016/j.rse.2003.04.003}, url = {https://doi.org/10.1016/j.rse.2003.04.003}, year = {2003}, type = {Journal Article} } @article{2511, author = {Morisette, J. T. and Privette, J. L. and Justice, C. O.}, title = {A framework for the validation of MODIS Land products}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {77–96}, DOI = {10.1016/S0034-4257(02)00088-3}, url = {https://doi.org/10.1016/S0034-4257(02)00088-3}, year = {2002}, type = {Journal Article} } @misc{10013, author = {Morse, A. and Kramber, W. J. and Allen, R. G. and Tasumi, M.}, title = {Use of the METRIC evapotranspiration model to compute water use by irrigated agriculture in Idaho}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2134–2137}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1370780}, url = {https://doi.org/10.1109/IGARSS.2004.1370780}, year = {2004}, type = {Conference Paper} } @misc{10071, author = {Morse, A. and Kramber, W. J. and Wilkins, M. and Allen, R. G. and Tasumi, M.}, title = {Preliminary computation of evapotranspiration by land cover type using Landsat TM data and SEBAL}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2956–2958}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1294644}, url = {https://doi.org/10.1109/IGARSS.2003.1294644}, year = {2003}, type = {Conference Paper} } @article{10512, author = {Morse, B. S. and Pohll, G. and Huntington, J.L. and Rodriguez Castillo, R.}, title = {Stochastic capture zone analysis of an arsenic-contaminated well using the generalized likelihood uncertainty estimator (GLUE) methodology}, journal = {Water Resources Research}, volume = {39}, number = {6}, pages = {HWC21–HWC29}, DOI = {10.1029/2002WR001470}, url = {https://doi.org/10.1029/2002WR001470}, year = {2003}, type = {Journal Article} } @misc{664, author = {Morstad, D. L. and Helder, D. L.}, title = {Use of pseudo-invariant sites for long-term sensor calibration}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {I253–I256}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4778841}, url = {https://doi.org/10.1109/IGARSS.2008.4778841}, year = {2008}, type = {Conference Paper} } @article{8862, author = {Morton, C. G. and Huntington, J. L. and Pohll, G. M. and Allen, R. G. and McGwire, K. C. and Bassett, S. D.}, title = {Assessing calibration uncertainty and automation for estimating evapotranspiration from agricultural areas using METRIC}, journal = {Journal of the American Water Resources Association}, volume = {49}, number = {3}, pages = {549–562}, DOI = {10.1111/jawr.12054}, url = {https://doi.org/10.1111/jawr.12054}, year = {2013}, type = {Journal Article} } @article{8911, author = {Morton, D. C. and DeFries, R. S. and Shimabukuro, Y. E. and Anderson, L. O. and Del Bon Espírito-Santo, F. and Hansen, M.C. and Carroll, M.}, title = {Rapid assessment of annual deforestation in the Brazilian Amazon using MODIS data}, journal = {Earth Interactions}, volume = {9}, number = {8}, DOI = {10.1175/EI139.1}, url = {https://doi.org/10.1175/EI139.1}, year = {2005}, type = {Journal Article} } @article{3495, author = {Morton, D. C. and Nagol, J. and Carabajal, C. C. and Rosette, J. and Palace, M. and Cook, B. D. and Vermote, E. F. and Harding, D. J. and North, P. R.}, title = {Morton et al. reply}, journal = {Nature}, volume = {531}, number = {7594}, pages = {E6–E6}, DOI = {10.1038/nature16458}, url = {https://doi.org/10.1038/nature16458}, year = {2016}, type = {Journal Article} } @article{3046, author = {Morton, D. C. and Nagol, J. and Carabajal, C. C. and Rosette, J. and Palace, M. and Cook, B. D. and Vermote, E. F. and Harding, D. J. and North, P. R. J.}, title = {Amazon forests maintain consistent canopy structure and greenness during the dry season}, journal = {Nature}, volume = {506}, number = {7487}, pages = {221–224}, DOI = {10.1038/nature13006}, url = {https://doi.org/10.1038/nature13006}, year = {2014}, type = {Journal Article} } @article{11784, author = {Motesharrei, S. and Rivas, J. and Kalnay, E. and Asrar, G. R. and Busalacchi, A. J. and Cahalan, R. F. and Cane, M. A. and Colwell, R. R. and Feng, K. and Franklin, R. S. and Hubacek, K. and Miralles-Wilhelm, F. and Miyoshi, T. and Ruth, M. and Sagdeev, R. and Shirmohammadi, A. and Shukla, J. and Srebric, J. and Yakovenko, V. M. and Zeng, N.}, title = {Modeling sustainability—Population, inequality, consumption, and bidirectional coupling of the Earth and human Systems}, journal = {National Science Review}, volume = {3}, number = {4}, pages = {470–494}, DOI = {10.1093/nsr/nww081}, url = {https://doi.org/10.1093/nsr/nww081}, year = {2017}, type = {Journal Article} } @article{8276, author = {Moura, Y. M. D. and Hilker, T. and Gonçalves, F. G. and Galvão, L. S. and dos Santos, J. R. and Lyapustin, A.I. and Maeda, E. E. and de Jesus Silva, C. V.}, title = {Scaling estimates of vegetation structure in Amazonian tropical forests using multi-angle MODIS observations}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {52}, pages = {580–590}, DOI = {10.1016/j.jag.2016.07.017}, url = {https://doi.org/10.1016/j.jag.2016.07.017}, year = {2016}, type = {Journal Article} } @article{12037, author = {Mourad, R. and Jaafar, H. and Anderson, M. and Gao, F.}, title = {Assessment of leaf area index models using harmonized Landsat and Sentinel-2 surface reflectance data over a semi-arid irrigated landscape}, journal = {Remote Sensing}, volume = {12}, number = {19}, DOI = {10.3390/RS12193121}, url = {https://doi.org/10.3390/RS12193121}, year = {2020}, type = {Journal Article} } @article{3533, author = {Moussavi, M. S. and Abdalati, W. and Pope, A. and Scambos, T.A. and Tedesco, M. and MacFerrin, M. and Grigsby, S.}, title = {Derivation and validation of supraglacial lake volumes on the Greenland Ice Sheet from high-resolution satellite imagery}, journal = {Remote Sensing of Environment}, volume = {183}, pages = {294–303}, DOI = {10.1016/j.rse.2016.05.024}, url = {https://doi.org/10.1016/j.rse.2016.05.024}, year = {2016}, type = {Journal Article} } @article{3167, author = {Moussavi, M. S. and Abdalati, W. and Scambos, T.A. and Neuenschwander, A.}, title = {Applicability of an automatic surface detection approach to micro-pulse photon-counting lidar altimetry data—Implications for canopy height retrieval from future ICESat-2 data}, journal = {International Journal of Remote Sensing}, volume = {35}, number = {13}, pages = {5263–5279}, DOI = {10.1080/01431161.2014.939780}, url = {https://doi.org/10.1080/01431161.2014.939780}, year = {2014}, type = {Journal Article} } @article{3716, author = {Moustafa, S. E. and Rennermalm, A. K. and Román, M. O. and Wang, Z. and Schaaf, C. B. and Smith, L. C. and Koenig, L. S. and Erb, A.}, title = {Evaluation of satellite remote sensing albedo retrievals over the ablation area of the southwestern Greenland ice sheet}, journal = {Remote Sensing of Environment}, volume = {198}, pages = {115–125}, DOI = {10.1016/j.rse.2017.05.030}, url = {https://doi.org/10.1016/j.rse.2017.05.030}, year = {2017}, type = {Journal Article} } @misc{12112, author = {Moyer, D. and McIntire, J. and Xiong, X. and Thome, K.}, title = {Preliminary JPSS-3 VIIRS polarization sensitivity and comparison with S-NPP, JPSS-1 and -2}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6246–6249}, month = {26 September–2 October 2020}, note = {READY}, DOI = {10.1109/IGARSS39084.2020.9323257}, url = {https://doi.org/10.1109/IGARSS39084.2020.9323257}, year = {2020}, type = {Conference Paper} } @misc{4086, author = {Mueller, A. and Hausold, A. and Strobl, P.}, title = {HySens - DAIS/ROSIS imaging spectrometers at DLR}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4545}, pages = {225–235}, month = {17–21 September 2001}, note = {READY}, DOI = {10.1117/12.453677}, url = {https://doi.org/10.1117/12.453677}, year = {2002}, type = {Conference Paper} } @misc{4216, author = {Mueller, A. and Richter, R. and Habermeyer, M. and Mehl, H. and Dech, S. and Kaufmann, H. and Segl, K. and Strobl, P. and Haschberger, P. and Bamler, R.}, title = {ARES - A new reflective/emissive imaging spectrometer for terrestrial applications}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4881}, pages = {159–166}, month = {23–26 September 2002}, note = {READY}, DOI = {10.1117/12.463015}, url = {https://doi.org/10.1117/12.463015}, year = {2002}, type = {Conference Paper} } @techreport{3947, author = {Mueller, J. L. and Davis, C. and Arnone, R. and Frouin, R. and Carder, K.L. and Lee, Z. P. and Steward, R. G. and Hooker, S. and Mobley, C. D. and McLean, S.}, section title = {Above-water radiance and remote sensing reflectance measurement and analysis protocols}, editor = {Fargion, G.S. and Mueller, J.L.}, report title = {Ocean optics protocols for satellite ocean color sensor validation, rev. 2, NASA Technical Memorandum, NASA/TM—2000-209966}, pages = {98–107}, type = {Report}, DOI = {https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20000097063.pdf#page=106}, url = {https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20000097063.pdf#page=106}, year = {2000}, type = {Report} } @article{3368, author = {Mueller, N. and Lewis, A. and Roberts, D. and Ring, S. and Melrose, R. and Sixsmith, J. and Lymburner, L. and McIntyre, A. and Tan, P. and Curnow, S. and Ip, A.}, title = {Water observations from space—Mapping surface water from 25years of Landsat imagery across Australia}, journal = {Remote Sensing of Environment}, volume = {174}, pages = {341–352}, DOI = {10.1016/j.rse.2015.11.003}, url = {https://doi.org/10.1016/j.rse.2015.11.003}, year = {2016}, type = {Journal Article} } @article{12415, author = {Mugabowindekwe, M. and Brandt, M. and Chave, J. and Reiner, F. and Skole, D. L. and Kariryaa, A. and Igel, C. and Hiernaux, P. and Ciais, P. and Mertz, O. and Tong, X. and Li, S. and Rwanyiziri, G. and Dushimiyimana, T. and Ndoli, A. and Uwizeyimana, V. and Lillesø, J. P. B. and Gieseke, F. and Tucker, C. J. and Saatchi, S. and Fensholt, R.}, title = {Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda}, journal = {Nature Climate Change}, abstract = {Trees sustain livelihoods and mitigate climate change but a predominance of trees outside forests and limited resources make it difficult for many tropical countries to conduct automated nation-wide inventories. Here, we propose an approach to map the carbon stock of each individual overstory tree at the national scale of Rwanda using aerial imagery from 2008 and deep learning. We show that 72% of the mapped trees are located in farmlands and savannas and 17% in plantations, accounting for 48.6% of the national aboveground carbon stocks. Natural forests cover 11% of the total tree count and 51.4% of the national carbon stocks, with an overall carbon stock uncertainty of 16.9%. The mapping of all trees allows partitioning to any landscapes classification and is urgently needed for effective planning and monitoring of restoration activities as well as for optimization of carbon sequestration, biodiversity and economic benefits of trees. © 2022, The Author(s).}, DOI = {10.1038/s41558-022-01544-w}, url = {https://doi.org/10.1038/s41558-022-01544-w}, year = {in press}, type = {Journal Article} } @article{8437, author = {Muldashev, T. Z. and Lyapustin, A. I. and Sultangazin, U. M.}, title = {Spherical harmonics method in the problem of radiative transfer in the atmosphere-surface system}, journal = {Journal of Quantitative Spectroscopy and Radiative Transfer}, volume = {61}, number = {3}, pages = {393–404}, DOI = {10.1016/S0022-4073(98)00025-9}, url = {https://doi.org/10.1016/S0022-4073(98)00025-9}, year = {1999}, type = {Journal Article} } @article{3226, author = {Müller, H. and Rufin, P. and Griffiths, P. and Barros Siqueira, A. J. and Hostert, P.}, title = {Mining dense Landsat time series for separating cropland and pasture in a heterogeneous Brazilian savanna landscape}, journal = {Remote Sensing of Environment}, volume = {156}, pages = {490–499}, DOI = {10.1016/j.rse.2014.10.014}, url = {https://doi.org/10.1016/j.rse.2014.10.014}, year = {2015}, type = {Journal Article} } @article{3622, author = {Müller, H. and Rufin, P. and Griffiths, P. and de Barros Viana Hissa, L. and Hostert, P.}, title = {Beyond deforestation—Differences in long-term regrowth dynamics across land use regimes in southern Amazonia}, journal = {Remote Sensing of Environment}, volume = {186}, pages = {652–662}, DOI = {10.1016/j.rse.2016.09.012}, url = {https://doi.org/10.1016/j.rse.2016.09.012}, year = {2016}, type = {Journal Article} } @article{8098, author = {Muller-Karger, F. E. and Hestir, E. and Ade, C. and Turpie, K. and Roberts, D. A. and Siegel, D. and Miller, R. J. and Humm, D. and Izenberg, N. and Keller, M. and Morgan, F. and Frouin, R. and Dekker, A. G. and Gardner, R. and Goodman, J. and Schaeffer, B. and Franz, B. A. and Pahlevan, N. and Mannino, A. G. and Concha, J. A. and Ackleson, S. G. and Cavanaugh, K. C. and Romanou, A. and Tzortziou, M. and Boss, E. S. and Pavlick, R. and Freeman, A. and Rousseaux, C. S. and Dunne, J. and Long, M. C. and Klein, E. and McKinley, G. A. and Goes, J. and Letelier, R. and Kavanaugh, M. and Roffer, M. and Bracher, A. and Arrigo, K. R. and Dierssen, H. and Zhang, X. and Davis, F. W. and Best, B. and Guralnick, R. and Moisan, J. and Sosik, H. M. and Kudela, R. and Mouw, C. B. and Barnard, A. H. and Palacios, S. and Roesler, C. and Drakou, E. G. and Appeltans, W. and Jetz, W.}, title = {Satellite sensor requirements for monitoring essential biodiversity variables of coastal ecosystems}, journal = {Ecological Applications}, volume = {28}, number = {3}, pages = {749–760}, DOI = {10.1002/eap.1682}, url = {https://doi.org/10.1002/eap.1682}, year = {2018}, type = {Journal Article} } @article{12120, author = {Mullissa, A. and Vollrath, A. and Odongo-Braun, C. and Slagter, B. and Balling, J. and Gou, Y. and Gorelick, N. and Reiche, J.}, title = {Sentinel-1 SAR backscatter analysis ready data preparation in google earth engine}, journal = {Remote Sensing}, volume = {13}, number = {10}, DOI = {10.3390/rs13101954}, url = {https://doi.org/10.3390/rs13101954}, year = {2021}, type = {Journal Article} } @article{12277, author = {Mulverhill, C. and Coops, N. C. and Hermosilla, T. and White, J. C. and Wulder, M. A.}, title = {Evaluating ICESat-2 for monitoring, modeling, and update of large area forest canopy height products}, journal = {Remote Sensing of Environment}, volume = {271}, abstract = {Forests represent the world's largest terrestrial ecosystem and their monitoring is therefore critical from scientific, ecological, and management perspectives. Present day sustainable forest management practices go beyond forest inventory and increasingly include aspects such as carbon accounting and regeneration assessments. Such monitoring requires often unavailable, spatially exhaustive and up-to-date information on forest attributes over broad areas. Recent developments in the acquisition of broad-scale forest attribute information from remotely sensed data has included the use of multiple technologies that take advantage of globally available data products to derive forest attribute layers. However, less is known about the applicability and performance of such products when used to produce broad-scale, accurate, and up-to-date forest information products. This study aimed to evaluate the agreement between two broad-scale forest canopy height products – Ice, Cloud, and land Elevation Satellite 2 (ICESat-2) and the National Terrestrial Ecosystem Monitoring System (NTEMS) imputed canopy height layers for Canada – across a variety of ecological gradients. Overall, the two datasets showed high correspondence, with a root-mean-square difference of 4.87 m, and 85% of ICESat-2 canopy heights falling within the 95% confidence interval of the NTEMS height estimate. Across ecozones, canopy heights in the Taiga Shield West and Boreal Shield West had stronger agreement (91% of ICESat-2 segments within the 95% confidence interval of NTEMS), while the Taiga Cordillera and Taiga Shield East had lower agreement (< 75% of ICESat-2 segments within the 95% confidence interval of NTEMS). Interestingly, we found that the modeled heights based upon optical satellite data had a less generalized distribution than heights from ICESat-2 as well as achieving a greater representation for the taller (overall and by ecozone) height classes. An increase in absolute difference between data products was also found as a function of increasing slope. Finally, the correspondence between products was evaluated across disturbed areas (35 to 10 years since disturbance) to assess the agreement of the two products in areas of regenerating forest. In general, the analysis found that burned areas, which tend to be more structurally heterogeneous, had lower agreement between products then harvested areas. The high overall correspondence between the data products demonstrate the potential for integration of ICESat-2 to inform (via calibration / validation) or update height products based upon optical satellite data. © 2022}, DOI = {10.1016/j.rse.2022.112919}, url = {https://doi.org/10.1016/j.rse.2022.112919}, year = {2022}, type = {Journal Article} } @article{804, author = {Muñoz-Perea, C. G. and Allen, R. G. and Westermann, D. T. and Wright, J. L. and Singh, S. P.}, title = {Water use efficiency among dry bean landraces and cultivars in drought-stressed and non-stressed environments}, journal = {Euphytica}, volume = {155}, number = {3}, pages = {393–402}, DOI = {10.1007/s10681-006-9340-z}, url = {https://doi.org/10.1007/s10681-006-9340-z}, year = {2007}, type = {Journal Article} } @article{879, author = {Muñoz-Perea, C. G. and Terán, H. and Allen, R. G. and Wright, J. L. and Westermann, D. T. and Singh, S. P.}, title = {Selection for drought resistance in dry bean landraces and cultivars}, journal = {Crop Science}, volume = {46}, number = {5}, pages = {2111–2120}, DOI = {10.2135/cropsci2006.01.0029}, url = {https://doi.org/10.2135/cropsci2006.01.0029}, year = {2006}, type = {Journal Article} } @article{8312, author = {Munteanu, C. and Kuemmerle, T. and Boltiziar, M. and Butsic, V. and Gimmi, U. and Lúboš, Halada and Kaim, D. and Király, G. and Konkoly-Gyuró, É and Kozak, J. and Lieskovský, J. and Mojses, M. and Müller, D. and Ostafin, K. and Ostapowicz, K. and Shandra, O. and Štych, P. and Walker, S. and Radeloff, V. C.}, title = {Forest and agricultural land change in the Carpathian region-A meta-analysis of long-term patterns and drivers of change}, journal = {Land Use Policy}, volume = {38}, pages = {685–697}, DOI = {10.1016/j.landusepol.2014.01.012}, url = {https://doi.org/10.1016/j.landusepol.2014.01.012}, year = {2014}, type = {Journal Article} } @article{8133, author = {Munteanu, C. and Kuemmerle, T. and Boltiziar, M. and Lieskovský, J. and Mojses, M. and Kaim, D. and Konkoly-Gyuró, É and Mackovčin, P. and Műller, D. and Ostapowicz, K. and Radeloff, V. C.}, title = {Nineteenth-century land-use legacies affect contemporary land abandonment in the Carpathians}, journal = {Regional Environmental Change}, volume = {17}, number = {8}, pages = {2209–2222}, DOI = {10.1007/s10113-016-1097-x}, url = {https://doi.org/10.1007/s10113-016-1097-x}, year = {2017}, type = {Journal Article} } @article{8252, author = {Munteanu, C. and Kuemmerle, T. and Keuler, N. S. and Müller, D. and Balázs, P. and Dobosz, M. and Griffiths, P. and Halada, L. and Kaim, D. and Király, G. and Konkoly-Gyuró, T. and Kozak, J. and Lieskovsky, J. and Ostafin, K. and Ostapowicz, K. and Shandra, O. and Radeloff, V. C.}, title = {Legacies of 19th century land use shape contemporary forest cover}, journal = {Global Environmental Change}, volume = {34}, pages = {83–94}, DOI = {10.1016/j.gloenvcha.2015.06.015}, url = {https://doi.org/10.1016/j.gloenvcha.2015.06.015}, year = {2015}, type = {Journal Article} } @article{8247, author = {Munteanu, C. and Nita, M. D. and Abrudan, I. V. and Radeloff, V. C.}, title = {Historical forest management in Romania is imposing strong legacies on contemporary forests and their management}, journal = {Forest Ecology and Management}, volume = {361}, pages = {179–193}, DOI = {10.1016/j.foreco.2015.11.023}, url = {https://doi.org/10.1016/j.foreco.2015.11.023}, year = {2016}, type = {Journal Article} } @article{8137, author = {Munteanu, C. and Pidgeon, A. M. and Radeloff, V. C.}, title = {Bird conservation in the Carpathian Ecoregion in light of long-term land use trends and conservation responsibility}, journal = {Biodiversity and Conservation}, volume = {27}, number = {8}, pages = {2051–2068}, DOI = {10.1007/s10531-018-1524-z}, url = {https://doi.org/10.1007/s10531-018-1524-z}, year = {2018}, type = {Journal Article} } @inbook{6978, author = {Munteanu, C. and Radeloff, V.C. and Griffiths, P. and Halada, L. and Kaim, D. and Knorn, J. and Kozak, J. and Kuemmerle, T. and Lieskovsky, J. and Müller, D. and Ostapowicz, K. and Shandra, O. and Stych, P.}, title = {Land change in the Carpathian region before and after major institutional changes}, booktitle = {Land-cover and land-use changes in Eastern Europe after the collapse of the Soviet Union in 1991}, editor = {Gutman, G. and Radeloff, V. C.}, connective phrase = {Land change in the Carpathian region before and after major institutional changes}, publisher = {Springer}, place published = {Cham, Switzerland}, pages = {57–90}, DOI = {10.1007/978-3-319-42638-9_4}, url = {https://doi.org/10.1007/978-3-319-42638-9_4}, year = {2016}, type = {Book Section} } @article{8915, author = {Munzimi, Y. A. and Hansen, M. C. and Adusei, B. and Senay, G. B.}, title = {Characterizing Congo basin rainfall and climate using Tropical Rainfall Measuring Mission (TRMM) satellite data and limited rain gauge ground observations}, journal = {Journal of Applied Meteorology and Climatology}, volume = {54}, number = {3}, pages = {541–555}, DOI = {10.1175/JAMC-D-14-0052.1}, url = {https://doi.org/10.1175/JAMC-D-14-0052.1}, year = {2015}, type = {Journal Article} } @article{11069, author = {Munzimi, Y. A. and Hansen, M. C. and Asante, K. O.}, title = {Estimating daily streamflow in the Congo Basin using satellite-derived data and a semi-distributed hydrological model}, journal = {Hydrological Sciences Journal}, volume = {64}, number = {12}, pages = {1472–1487}, DOI = {10.1080/02626667.2019.1647342}, url = {https://doi.org/10.1080/02626667.2019.1647342}, year = {2019}, type = {Journal Article} } @article{11548, author = {Murali Krishna, Gumma and Thenkabail, Prasad and Pardhasaradhi, Teluguntla and Oliphant, Adam}, title = {Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the Google Earth Engine cloud}, journal = {GIScience and Remote Sensing}, volume = {57}, number = {3}, pages = {302–322}, DOI = {10.1080/15481603.2019.1690780}, url = {https://doi.org/10.1080/15481603.2019.1690780}, year = {2020}, type = {Journal Article} } @article{12139, author = {Murillo-Sandoval, P. J. and Gjerdseth, E. and Correa-Ayram, C. and Wrathall, D. and Van Den Hoek, J. and Dávalos, L. M. and Kennedy, R.}, title = {No peace for the forest—Rapid, widespread land changes in the Andes-Amazon region following the Colombian civil war}, journal = {Global Environmental Change}, volume = {69}, DOI = {10.1016/j.gloenvcha.2021.102283}, url = {https://doi.org/10.1016/j.gloenvcha.2021.102283}, year = {2021}, type = {Journal Article} } @inbook{6786, author = {Murphy, K. J. and Davies, D. K. and Michael, K. and Justice, C. O. and Schmaltz, J. E. and Boller, R. and McLemore, B. D. and Vollmer, B. and Wong, M. M.}, title = {LANCE, NASA’s land, atmosphere near real-time capability for EOS}, booktitle = {Time-sensitive remote sensing}, editor = {Lippit, C. and Stow, D. and Coulter, L.}, connective phrase = {LANCE, NASA’s land, atmosphere near real-time capability for EOS}, publisher = {Springer}, place published = {New York, N.Y.}, pages = {113–127}, DOI = {10.1007/978-1-4939-2602-2_8}, url = {https://doi.org/10.1007/978-1-4939-2602-2_8}, year = {2015}, type = {Book Section} } @misc{4071, author = {Murphy, R. E. and Barnes, W. L. and Lyapustin, A. I. and Privette, J. and Welsch, C. and DeLuccia, F. and Swenson, H. and Schueler, C. F. and Ardanuy, P. E. and Kealy, P. S. M.}, title = {Using VIIRS to provide data continuity with MODIS}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1212–1214}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976795}, url = {https://doi.org/10.1109/IGARSS.2001.976795}, year = {2001}, type = {Conference Paper} } @misc{2956, author = {Murphy-Morris, J. E. and Irons, J. R. and Markham, B. L. and Barnes, R. A. and Schweiss, R. J.}, title = {Performance requirements and trade-offs for the Landsat Data Continuity Mission}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5151}, pages = {9–19}, month = {3–6 August 2003}, note = {READY}, DOI = {10.1117/12.507484}, url = {https://doi.org/10.1117/12.507484}, year = {2003}, type = {Conference Paper} } @article{885, author = {Musy, R. F. and Wynne, R. H. and Binn, C. E. and Scrivani, J. A. and McRoberts, R. E.}, title = {Automated forest area estimation using iterative guided spectral class rejection}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {8}, pages = {949–960}, DOI = {10.14358/PERS.72.8.949}, url = {https://doi.org/10.14358/PERS.72.8.949}, year = {2006}, type = {Journal Article} } @article{11746, author = {Mutiibwa, D. and Kilic, A. and Irmak, S.}, title = {The effect of land cover/land use changes on the regional climate of the USA High Plains}, journal = {Climate}, volume = {2}, number = {3}, pages = {153–167}, DOI = {10.3390/cli2030153}, url = {https://doi.org/10.3390/cli2030153}, year = {2014}, type = {Journal Article} } @article{350, author = {Muto, A. and Scambos, T. A. and Steffen, K. and Slater, A. G. and Clow, G. D.}, title = {Recent surface temperature trends in the interior of East Antarctica from borehole firn temperature measurements and geophysical inverse methods}, journal = {Geophysical Research Letters}, volume = {38}, number = {15}, DOI = {10.1029/2011GL048086}, url = {https://doi.org/10.1029/2011GL048086}, year = {2011}, type = {Journal Article} } @article{1020, author = {Mutziger, A. J. and Burt, C. M. and Howes, D. J. and Allen, R. G.}, title = {Comparison of measured and FAO-56 modeled evaporation from bare soil}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {131}, number = {1}, pages = {59–72}, DOI = {10.1061/(ASCE)0733-9437(2005)131:1(59)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2005)131:1(59)}, year = {2005}, type = {Journal Article} } @article{952, author = {Myhre, G. and Kvalevåg, M. M. and Schaaf, C. B.}, title = {Radiative forcing due to anthropogenic vegetation change based on MODIS surface albedo data}, journal = {Geophysical Research Letters}, volume = {32}, number = {21}, pages = {1–4}, DOI = {10.1029/2005GL024004}, url = {https://doi.org/10.1029/2005GL024004}, year = {2005}, type = {Journal Article} } @article{2338, author = {Myneni, R. B. and Hoffman, S. and Knyazikhin, Y. and Privette, J. L. and Glassy, J. and Tian, Y. and Wang, Y. and Song, X. and Zhang, Y. and Smith, G. R. and Lotsch, A. and Friedl, M. and Morisette, J. T. and Votava, P. and Nemani, R. R. and Running, S. W.}, title = {Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {214–231}, DOI = {10.1016/S0034-4257(02)00074-3}, url = {https://doi.org/10.1016/S0034-4257(02)00074-3}, year = {2002}, type = {Journal Article} } @article{10516, author = {Myneni, R. B. and Keeling, C. D. and Tucker, C. J. and Asrar, G. and Nemani, R. R.}, title = {Increased plant growth in the northern high latitudes from 1981 to 1991}, journal = {Nature}, volume = {386}, number = {6626}, pages = {698–702}, DOI = {10.1038/386698a0}, url = {https://doi.org/10.1038/386698a0}, year = {1997}, type = {Journal Article} } @article{818, author = {Myneni, R. B. and Yang, W. and Nemani, R. R. and Huete, A. R. and Dickinson, R. E. and Knyazikhin, Y. and Didan, K. and Fu, R. and Negrón Juárez, R. I. and Saatchi, S. S. and Hashimoto, H. and Ichii, K. and Shabanov, N. V. and Tan, B. and Ratana, P. and Privette, J. L. and Morisette, J. T. and Vermote, E. F. and Roy, D. P. and Wolfe, R. E. and Friedl, M. A. and Running, S. W. and Votava, P. and El-Saleous, N. and Devadiga, S. and Su, Y. and Salomonson, V. V.}, title = {Large seasonal swings in leaf area of Amazon rainforests}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {104}, number = {12}, pages = {4820–4823}, DOI = {10.1073/pnas.0611338104}, url = {https://doi.org/10.1073/pnas.0611338104}, year = {2007}, type = {Journal Article} } @article{12318, author = {Nackoney, J. and Demol, M. and Akpona, H. A. and Bauters, M. and Boeckx, P. and Dupain, J. and Facheux, C. and Hansen, M. C. and Kalemba, J. C. and Kehbila, A. G. and Potapov, P. and Tabu Senga, A. and Six, J. and Turubanova, S. and Williams, D. and Vanlauwe, B.}, title = {Coupled forest zoning and agricultural intervention yields conflicting outcomes for tropical forest conservation in the Democratic Republic of the Congo (DRC)}, journal = {Environmental Research Letters}, volume = {17}, number = {6}, abstract = {Agricultural intensification and forest conservation are often seen as incompatible. Agricultural interventions can help boost food security for poor rural communities but in certain cases can exacerbate deforestation, known as the rebound effect. We tested whether coupling agricultural interventions with participatory forest zoning could improve food security and promote forest conservation in the Democratic Republic of the Congo. Simple agricultural interventions led to a >60% increase in cassava yields and a spill-over effect of improved cassava variety uptake in non-intervention zones. Household surveys conducted at the end of the 8 year project implementation period revealed that households that received agricultural interventions had more favorable attitudes toward forest zoning and conservation. The surveys also showed that farmers in the intervention domain practiced less land-intensive field and fallow management strategies compared to those practiced in the non-intervention domain. However, an 18 year time series analysis of Landsat satellite data revealed that agricultural expansion persisted in areas both with and without intervention assistance, and there is risk of a rebound effect. Approximately 70% of the tree cover loss that occurred outside of the agricultural areas was located within a 3 km buffer zone surrounding the outermost edges of the agricultural areas, which suggested that the majority of tree cover loss was caused by agricultural expansion. Within that 3 km buffer, average annual tree cover loss during the post-intervention period was higher in the intervention domain compared to the non-intervention domain (0.17% yr-1 compared to 0.11% yr-1 respectively, p < 0.001), suggesting risk of a rebound effect. The disconnection between household perceptions of zoning adherence and actual behavior indicates the importance of strengthening governance structures for community-based monitoring and enforcement. © 2022 The Author(s). Published by IOP Publishing Ltd.}, DOI = {10.1088/1748-9326/ac6ad8}, url = {https://doi.org/10.1088/1748-9326/ac6ad8}, year = {2022}, type = {Journal Article} } @article{8197, author = {Nackoney, J. and Molinario, G. and Potapov, P. and Turubanova, S. and Hansen, M. C. and Furuichi, T.}, title = {Impacts of civil conflict on primary forest habitat in northern Democratic Republic of the Congo, 1990-2010}, journal = {Biological Conservation}, volume = {170}, pages = {321–328}, DOI = {10.1016/j.biocon.2013.12.033}, url = {https://doi.org/10.1016/j.biocon.2013.12.033}, year = {2014}, type = {Journal Article} } @misc{10997, author = {Nadal, J. L. V. and Franch, B. and Roger, J. C. and Skakun, S. and Vermote, E. and Justice, C.}, title = {Spectrally adjusted surface reflectance and its dependence with NDVI for passive optical sensors}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6452–6455}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8517306}, url = {https://doi.org/10.1109/IGARSS.2018.8517306}, year = {2018}, type = {Conference Paper} } @article{3750, author = {Nadler, C. and Allander, K. and Pohll, G. and Morway, E. and Naranjo, R. and Huntington, J.L.}, title = {Evaluation of bias associated with capture maps derived from nonlinear groundwater flow models}, journal = {Groundwater}, volume = {56}, number = {3}, pages = {458–469}, DOI = {10.1111/gwat.12597}, url = {https://doi.org/10.1111/gwat.12597}, year = {2018}, type = {Journal Article} } @misc{2838, author = {Nagler, P. L. and Daughtry, C. S. T. and Goward, S. N.}, title = {Shortwave infrared spectral reflectance of plant litter and soils}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1803–1805}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516806}, url = {https://doi.org/10.1109/IGARSS.1996.516806}, year = {1996}, type = {Conference Paper} } @article{2824, author = {Nagler, P. L. and Daughtry, C. S. T. and Goward, S. N.}, title = {Plant litter and soil reflectance}, journal = {Remote Sensing of Environment}, volume = {71}, number = {2}, pages = {207–215}, DOI = {10.1016/S0034-4257(99)00082-6}, url = {https://doi.org/10.1016/S0034-4257(99)00082-6}, year = {2000}, type = {Journal Article} } @article{3254, author = {Nagol, J. R. and Sexton, J. O. and Kim, D. H. and Anand, A. and Morton, D. and Vermote, E.F. and Townshend, J. R.}, title = {Bidirectional effects in Landsat reflectance estimates—Is there a problem to solve?}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {103}, pages = {129–135}, DOI = {10.1016/j.isprsjprs.2014.09.006}, url = {https://doi.org/10.1016/j.isprsjprs.2014.09.006}, year = {2015}, type = {Journal Article} } @article{608, author = {Nagol, J. R. and Vermote, E. F. and Prince, S. D.}, title = {Effects of atmospheric variation on AVHRR NDVI data}, journal = {Remote Sensing of Environment}, volume = {113}, number = {2}, pages = {392–397}, DOI = {10.1016/j.rse.2008.10.007}, url = {https://doi.org/10.1016/j.rse.2008.10.007}, year = {2009}, type = {Journal Article} } @article{9024, author = {Nagol, J. R. and Vermote, E. F. and Prince, S. D.}, title = {Quantification of impact of orbital drift on inter-annual trends in AVHRR NDVI data}, journal = {Remote Sensing}, volume = {6}, number = {7}, pages = {6680–6687}, DOI = {10.3390/rs6076680}, url = {https://doi.org/10.3390/rs6076680}, year = {2014}, type = {Journal Article} } @article{2277, author = {Nair, S. and Srinivasan, G. and Nemani, R.R.}, title = {Evaluation of multi-satellite TRMM derived rainfall estimates over a western state of India}, journal = {Journal of the Meteorological Society of Japan}, volume = {87}, number = {6}, pages = {927–939}, DOI = {10.2151/jmsj.87.927}, url = {https://doi.org/10.2151/jmsj.87.927}, year = {2009}, type = {Journal Article} } @article{8316, author = {Nakalembe, C. and Dempewolf, J. and Justice, C.O.}, title = {Agricultural land use change in Karamoja Region, Uganda}, journal = {Land Use Policy}, volume = {62}, pages = {2–12}, DOI = {10.1016/j.landusepol.2016.11.029}, url = {https://doi.org/10.1016/j.landusepol.2016.11.029}, year = {2017}, type = {Journal Article} } @misc{7717, author = {Nandy, P. and Thome, K.J. and Biggar, S.}, title = {Instrument for retrieval of BRDF data for vicarious calibration}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {562–564}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.699511}, url = {https://doi.org/10.1109/IGARSS.1998.699511}, year = {1998}, type = {Conference Paper} } @misc{7882, author = {Nandy, P. and Thome, K.J. and Biggar, S.}, title = {Laboratory characterization of a CCD camera system for retrieval of bi-directional reflectance distribution function}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3870}, pages = {243–253}, month = {20–23 September 1999}, note = {READY}, DOI = {10.1117/12.373192}, url = {https://doi.org/10.1117/12.373192}, year = {1999}, type = {Conference Paper} } @misc{3930, author = {Nandy, Prabal and Thome, K.J. and Biggar, Stuart}, title = {Sensitivity analysis of a CCD-based camera system for the retrieval of bidirectional reflectance distribution function for vicarious calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4132}, pages = {279–289}, month = {31 July–2 August 2000}, note = {READY}, DOI = {10.1117/12.406597}, url = {https://doi.org/10.1117/12.406597}, year = {2000}, type = {Conference Paper} } @article{8520, author = {Nandy, P. and Thome, K.J. and Biggar, S.}, title = {Characterization and field use of a CCD camera system for retrieval of bidirectional reflectance distribution function}, journal = {Journal of Geophysical Research Atmospheres}, volume = {106}, number = {D11}, pages = {11957–11966}, DOI = {10.1029/2000JD900390}, url = {https://doi.org/10.1029/2000JD900390}, year = {2001}, type = {Journal Article} } @article{12260, author = {Nanson, R. and Bishop-Taylor, R. and Sagar, S. and Lymburner, L.}, title = {Geomorphic insights into Australia's coastal change using a national dataset derived from the multi-decadal Landsat archive}, journal = {Estuarine, Coastal and Shelf Science}, volume = {265}, abstract = {Australia has a vast, diverse and dynamic shoreline, and national perspectives on the mechanisms, magnitude and trajectories of coastal adjustment are required to underpin informed management. Geoscience Australia's national Digital Earth Australia Coastlines (DEA Coastlines) was developed to help address this need. These datasets were derived by the application of sub-pixel analysis techniques to the Landsat archive to provide annual coastal contours for the years 1988–2019, and accompanying national point datasets provide change statistics at two scales (30 m and 5 km alongshore spacing). This study examines the utility of these three datasets for understanding temporal and spatial patterns of geomorphic change for representative case examples around Australia. These examples have been selected to demonstrate DEA Coastlines capability for examining the dynamics of Australia's diverse shorelines, from the mangrove-fringed, macrotidal systems of north-western Australia to the microtidal clastic barrier systems of the south-east. We examine this capability at tertiary to sub-tertiary coastal compartment (TCC; sediment cell) spatial scales. While some TCC are strongly and consistently net-progradational or net-erosional, most TCC demonstrate alongshore variations in trajectories and rates of change. We use these patterns of change to infer sub-TCC sediment pathways, and examine the temporal trends contained within representative point datasets to link changes to known process drivers. DEA Coastlines also captures diminishing widths of coastal barriers and has the potential to be combined with more detailed site analyses to forecast future trajectories of change. There are, however, some limitations to DEA Coastlines. Owing to the annual scale of the analysis used to develop the datasets, rapidly moving intertidal bars can introduce considerable error, and an uncertainty field successfully flags most of these locations. Other overlapping and complex coastline contours can sometimes be unpacked into more discrete phases to provide a richer understanding of non-linear coastal trends, and these examples highlight the need to simultaneously consider both of the DEA Coastlines 30 m point statistic and contour datasets. The Australian DEA Coastlines dataset thus provides nationally consistent perspectives for improved coastal management, and has been made freely available online to support a broad range of end users. While these datasets are presently exclusive to the Australian coast, the approach also lends itself to future application to the global Landsat archive. © 2021}, DOI = {10.1016/j.ecss.2021.107712}, url = {https://doi.org/10.1016/j.ecss.2021.107712}, year = {2022}, type = {Journal Article} } @article{1156, author = {Napton, D. E. and Sohl, T. L. and Auch, R. F. and Loveland, T. 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E.}, title = {Transmission of solar radiation in boreal conifer forests—Measurements and models}, journal = {Journal of Geophysical Research Atmospheres}, volume = {102}, number = {24}, pages = {29555–29566}, DOI = {10.1029/97JD00198}, url = {https://doi.org/10.1029/97JD00198}, year = {1997}, type = {Journal Article} } @misc{10208, author = {Ni, Wenge and Woodcock, C. E.}, title = {Surface albedo of boreal conifer forests—Modeling and measurements}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1068–1070}, month = {28 June–2 July 1999}, note = {READY}, DOI = {10.1109/IGARSS.1999.774535}, url = {https://doi.org/10.1109/IGARSS.1999.774535}, year = {1999}, type = {Conference Paper} } @article{10500, author = {Ni, W. and Woodcock, C. E.}, title = {Effect of canopy structure and the presence of snow on the albedo of boreal conifer forests}, journal = {Journal of Geophysical Research Atmospheres}, volume = {105}, number = {D9}, pages = {11879–11888}, DOI = {10.1029/1999JD901158}, url = {https://doi.org/10.1029/1999JD901158}, year = {2000}, type = {Journal Article} } @article{1402, author = {Ni, W. and Woodcock, C. E. and Jupp, D. L. B.}, title = {Variance in bidirectional reflectance over discontinuous plant canopies}, journal = {Remote Sensing of Environment}, volume = {69}, number = {1}, pages = {1–15}, DOI = {10.1016/S0034-4257(98)00125-4}, url = {https://doi.org/10.1016/S0034-4257(98)00125-4}, year = {1999}, type = {Journal Article} } @article{2478, author = {Nickeson, J. E. and Morisette, J. T. and Privette, J. L. and Justice, C. O. and Wickland, D. E.}, title = {Coordinating earth observing system land validation}, journal = {Eos}, volume = {88}, number = {7}, pages = {81–82}, DOI = {10.1029/2007EO070002}, url = {https://doi.org/10.1029/2007EO070002}, year = {2007}, type = {Journal Article} } @article{10747, author = {Nie, W. and Zaitchik, B. F. and Rodell, M. and Kumar, S. V. and Anderson, M. C. and Hain, C.}, title = {Groundwater withdrawals under drought—Reconciling GRACE and land surface models in the United States High Plains Aquifer}, journal = {Water Resources Research}, volume = {54}, number = {8}, pages = {5282–5299}, DOI = {10.1029/2017WR022178}, url = {https://doi.org/10.1029/2017WR022178}, year = {2018}, type = {Journal Article} } @article{8248, author = {Nie, Y. and Liu, Q. and Wang, J. and Zhang, Y. and Sheng, Y. and Liu, S.}, title = {An inventory of historical glacial lake outburst floods in the Himalayas based on remote sensing observations and geomorphological analysis}, journal = {Geomorphology}, volume = {308}, pages = {91–106}, DOI = {10.1016/j.geomorph.2018.02.002}, url = {https://doi.org/10.1016/j.geomorph.2018.02.002}, year = {2018}, type = {Journal Article} } @article{3598, author = {Nie, Y. and Sheng, Y. and Liu, Q. and Liu, L. and Liu, S. and Zhang, Y. and Song, C.}, title = {A regional-scale assessment of Himalayan glacial lake changes using satellite observations from 1990 to 2015}, journal = {Remote Sensing of Environment}, volume = {189}, pages = {1–13}, DOI = {10.1016/j.rse.2016.11.008}, url = {https://doi.org/10.1016/j.rse.2016.11.008}, year = {2017}, type = {Journal Article} } @misc{4543, author = {Nieke, J. and Kaiser, J. W. and Schläpfer, D. and Brazile, J. and Itten, K. I. and Strobl, P. and Schaepman, M. E. and Ulbrich, G.}, title = {Calibration methodology for the airborne dispersive pushbroom imaging spectrometer (APEX)}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5570}, pages = {445–452}, month = {13–15 September 2004}, note = {READY}, DOI = {10.1117/12.566364}, url = {https://doi.org/10.1117/12.566364}, year = {2004}, type = {Conference Paper} } @article{3085, author = {Nield, G. A. and Barletta, V. R. and Bordoni, A. and King, M. A. and Whitehouse, P. L. and Clarke, P. J. and Domack, E. and Scambos, T. A. and Berthier, E.}, title = {Rapid bedrock uplift in the Antarctic Peninsula explained by viscoelastic response to recent ice unloading}, journal = {Earth and Planetary Science Letters}, volume = {397}, pages = {32–41}, DOI = {10.1016/j.epsl.2014.04.019}, url = {https://doi.org/10.1016/j.epsl.2014.04.019}, year = {2014}, type = {Journal Article} } @article{12346, author = {Nieto, H. and Alsina, M. M. and Kustas, W. P. and García-Tejera, O. and Chen, F. and Bambach, N. and Gao, F. and Alfieri, J. G. and Hipps, L. E. and Prueger, J. H. and McKee, L. G. and Zahn, E. and Bou-Zeid, E. and McElrone, A. J. and Castro, S. J. and Dokoozlian, N.}, title = {Evaluating different metrics from the thermal-based two-source energy balance model for monitoring grapevine water stress}, journal = {Irrigation Science}, volume = {40}, number = {4-5}, pages = {697–713}, abstract = {Precision irrigation management requires operational monitoring of crop water status. However, there is still some controversy on how to account for crop water stress. To address this question, several physiological, several physiological metrics have been proposed, such as the leaf/stem water potentials, stomatal conductance, or sap flow. On the other hand, thermal remote sensing has been shown to be a promising tool for efficiently evaluating crop stress at adequate spatial and temporal scales, via the Crop Water Stress Index (CWSI), one of the most common indices used for assessing plant stress. CWSI relates the actual crop evapotranspiration ET (related to the canopy radiometric temperature) to the potential ET (or minimum crop temperature). However, remotely sensed surface temperature from satellite sensors includes a mixture of plant canopy and soil/substrate temperatures, while what is required for accurate crop stress detection is more related to canopy metrics, such as transpiration, as the latter one avoids the influence of soil/substrate in determining crop water status or stress. The Two-Source Energy Balance (TSEB) model is one of the most widely used and robust evapotranspiration model for remote sensing. It has the capability of partitioning ET into the crop transpiration and soil evaporation components, which is required for accurate crop water stress estimates. This study aims at evaluating different TSEB metrics related to its retrievals of actual ET, transpiration and stomatal conductance, to track crop water stress in a vineyard in California, part of the GRAPEX experiment. Four eddy covariance towers were deployed in a Variable Rate Irrigation system in a Merlot vineyard that was subject to different stress periods. In addition, root-zone soil moisture, stomatal conductance and leaf/stem water potential were collected as proxy for in situ crop water stress. Results showed that the most robust variable for tracking water stress was the TSEB derived leaf stomatal conductance, with the strongest correlation with both the measured root-zone soil moisture and stomatal conductance gas exchange measurements. In addition, these metrics showed a better ability in tracking stress when the observations are taken early after noon. © 2022, The Author(s).}, ISSN = {0342-7188}, DOI = {10.1007/s00271-022-00790-2}, url = {https://doi.org/10.1007/s00271-022-00790-2}, year = {2022}, type = {Journal Article} } @misc{7395, author = {Nieto, H. and Bellvert, J. and Kustas, W. P. and Alfieri, J. G. and Gao, F. and Prueger, J. and Torres-Rua, A. F. and Hipps, L. E. and Elarab, M. and Song, L.}, title = {Unmanned airborne thermal and mutilspectral imagery for estimating evapotranspiration in irrigated vineyards}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5510–5513}, month = {23–28 July 2017}, note = {READY}, DOI = {10.1109/IGARSS.2017.8128252}, url = {https://doi.org/10.1109/IGARSS.2017.8128252}, year = {2017}, type = {Conference Paper} } @article{10930, author = {Nieto, H. and Kustas, W. P. and Alfieri, J. G. and Gao, F. and Hipps, L. E. and Los, S. and Prueger, J. H. and McKee, L. G. and Anderson, M. C.}, title = {Impact of different within-canopy wind attenuation formulations on modelling sensible heat flux using TSEB}, journal = {Irrigation Science}, volume = {37}, number = {3}, pages = {315–331}, DOI = {10.1007/s00271-018-0611-y}, url = {https://doi.org/10.1007/s00271-018-0611-y}, year = {2019}, type = {Journal Article} } @article{10653, author = {Nieto, H. and Kustas, W. P. and Torres-Rúa, A. and Alfieri, J. G. and Gao, F. and Anderson, M. C. and White, W. A. and Song, L. and Alsina, M. M. and Prueger, J. H. and McKee, M. and Elarab, M. and McKee, L. G.}, title = {Evaluation of TSEB turbulent fluxes using different methods for the retrieval of soil and canopy component temperatures from UAV thermal and multispectral imagery}, journal = {Irrigation Science}, volume = {37}, number = {3}, pages = {389–406}, DOI = {10.1007/s00271-018-0585-9}, url = {https://doi.org/10.1007/s00271-018-0585-9}, year = {2019}, type = {Journal Article} } @article{12205, author = {Nietupski, T. C. and Kennedy, R. E. and Temesgen, H. and Kerns, B. K.}, title = {Spatiotemporal image fusion in Google Earth Engine for annual estimates of land surface phenology in a heterogenous landscape}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {99}, DOI = {10.1016/j.jag.2021.102323}, url = {https://doi.org/10.1016/j.jag.2021.102323}, year = {2021}, type = {Journal Article} } @misc{2452, author = {Nightingale, J. and Nickeson, J. and Justice, C.O. and Baret, F. and Garrigues, S. and Wolfe, R. and Masuoka, E.}, title = {Global validation of EOS land products, lessons learned and future challenges—A MODIS case study}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {1195–1198}, month = {4–8 May 2009}, note = {READY}, DOI = {http://landval.gsfc.nasa.gov/pdf/ISRSE_Nightingale.pdf}, url = {http://landval.gsfc.nasa.gov/pdf/ISRSE_Nightingale.pdf}, year = {2009}, type = {Conference Paper} } @article{110, author = {Nijland, W. and Coops, N. C. and Coogan, S. C. P. and Bater, C. W. and Wulder, M. A. and Nielsen, S. E. and McDermid, G. and Stenhouse, G. B.}, title = {Vegetation phenology can be captured with digital repeat photography and linked to variability of root nutrition in Hedysarum alpinum}, journal = {Applied Vegetation Science}, volume = {16}, number = {2}, pages = {317–324}, DOI = {10.1111/avsc.12000}, url = {https://doi.org/10.1111/avsc.12000}, year = {2013}, type = {Journal Article} } @article{4, author = {Nijland, W. and de Jong, R. and de Jong, S. M. and Wulder, M. A. and Bater, C. W. and Coops, N. C.}, title = {Monitoring plant condition and phenology using infrared sensitive consumer grade digital cameras}, journal = {Agricultural and Forest Meteorology}, volume = {184}, pages = {98–106}, DOI = {10.1016/j.agrformet.2013.09.007}, url = {https://doi.org/10.1016/j.agrformet.2013.09.007}, year = {2014}, type = {Journal Article} } @article{3302, author = {Nijland, W. and Nielsen, S. E. and Coops, N. C. and Wulder, M. A. and Stenhouse, G. B.}, title = {Fine-spatial scale predictions of understory species using climate-and LiDAR-derived terrain and canopy metrics}, journal = {Journal of Applied Remote Sensing}, volume = {8}, number = {1}, DOI = {10.1117/1.JRS.8.083572}, url = {https://doi.org/10.1117/1.JRS.8.083572}, year = {2014}, type = {Journal Article} } @article{12374, author = {Nill, L. and Grünberg, I. and Ullmann, T. and Gessner, M. and Boike, J. and Hostert, P.}, title = {Arctic shrub expansion revealed by Landsat-derived multitemporal vegetation cover fractions in the Western Canadian Arctic}, journal = {Remote Sensing of Environment}, volume = {281}, abstract = {Warming induced shifts in tundra vegetation composition and structure, including circumpolar expansion of shrubs, modifies ecosystem structure and functioning with potentially global consequences due to feedback mechanisms between vegetation and climate. Satellite-derived vegetation indices indicate widespread greening of the surface, often associated with regional evidence of shrub expansion obtained from long-term ecological monitoring and repeated orthophotos. However, explicitly quantifying shrub expansion across large scales using satellite observations requires characterising the fine-scale mosaic of Arctic vegetation types beyond index-based approaches. Although previous studies have illustrated the potential of estimating fractional cover of various Plant Functional Types (PFTs) from satellite imagery, limited availability of reference data across space and time has constrained deriving fraction cover time series capable of detecting shrub expansion. We applied regression-based unmixing using synthetic training data to build multitemporal machine learning models in order to estimate fractional cover of shrubs and other surface components in the Mackenzie Delta Region for six time intervals between 1984 and 2020. We trained Kernel Ridge Regression (KRR) and Random Forest Regression (RFR) models using Landsat-derived spectral-temporal-metrics and synthetic training data generated from pure class spectra obtained directly from the imagery. Independent validation using very-high-resolution imagery suggested that KRR outperforms RFR, estimating shrub cover with a MAE of 10.6% and remaining surface components with MAEs between 3.0 and 11.2%. Canopy-forming shrubs were well modelled across all cover densities, coniferous tree cover tended to be overestimated and differentiating between herbaceous and lichen cover was challenging. Shrub cover expanded by on average + 2.2% per decade for the entire study area and + 4.2% per decade within the low Arctic tundra, while relative changes were strongest in the northernmost regions. In conjunction with shrub expansion, we observed herbaceous plant and lichen cover decline. Our results corroborate the perception of the replacement and homogenisation of Arctic vegetation communities facilitated by the competitive advantage of shrub species under a warming climate. The proposed method allows for multidecadal quantitative estimates of fractional cover at 30 m resolution, initiating new opportunities for mapping past and present fractional cover of tundra PFTs and can help advance our understanding of Arctic shrub expansion within the vast and heterogeneous tundra biome. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.113228}, url = {https://doi.org/10.1016/j.rse.2022.113228}, year = {2022}, type = {Journal Article} } @article{622, author = {Ni-Meister, W. and Strahler, A. H. and Woodcock, C. E. and Schaaf, C. B. and Jupp, D. L. B. and Yao, T. and Zhao, F. and Yang, X.}, title = {Modeling the hemispherical scanning, below-canopy lidar and vegetation structure characteristics with a geometric-optical and radiative-transfer model}, journal = {Canadian Journal of Remote Sensing}, volume = {34}, number = {Suppl. 2}, pages = {S385–S397}, DOI = {10.5589/m08-047}, url = {https://doi.org/10.5589/m08-047}, year = {2008}, type = {Journal Article} } @article{10838, author = {Niroumand-Jadidi, M. and Pahlevan, N. and Vitti, A.}, title = {Mapping substrate types and compositions in shallow streams}, journal = {Remote Sensing}, volume = {11}, number = {3}, DOI = {10.3390/rs11030262}, url = {https://doi.org/10.3390/rs11030262}, year = {2019}, type = {Journal Article} } @article{2332, author = {Nishida, K. and Nemani, R. R. and Glassy, J. M. and Running, S. W.}, title = {Development of an evapotranspiration index from Aqua/MODIS for monitoring surface moisture status}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {41}, number = {2 pt. 1}, pages = {493–500}, DOI = {10.1109/TGRS.2003.811744}, url = {https://doi.org/10.1109/TGRS.2003.811744}, year = {2003}, type = {Journal Article} } @article{2335, author = {Nishida, K. and Nemani, R. R. and Running, S. W. and Glassy, J. M.}, title = {An operational remote sensing algorithm of land surface evaporation}, journal = {Journal of Geophysical Research Atmospheres}, volume = {108}, number = {9}, pages = {ACL 5–1 ACL 5–14}, DOI = {10.1029/2002JD002062}, url = {https://doi.org/10.1029/2002JD002062}, year = {2003}, type = {Journal Article} } @article{3732, author = {Niswonger, R. G. and Morway, E. D. and Triana, E. and Huntington, J. L.}, title = {Managed aquifer recharge through off-season irrigation in agricultural regions}, journal = {Water Resources Research}, volume = {53}, number = {8}, pages = {6970–6992}, DOI = {10.1002/2017WR020458}, url = {https://doi.org/10.1002/2017WR020458}, year = {2017}, type = {Journal Article} } @article{8404, author = {Nita, M. D. and Munteanu, C. and Gutman, G. and Abrudan, I. V. and Radeloff, V. C.}, title = {Widespread forest cutting in the aftermath of World War II captured by broad-scale historical Corona spy satellite photography}, journal = {Remote Sensing of Environment}, volume = {204}, pages = {322–332}, DOI = {10.1016/j.rse.2017.10.021}, url = {https://doi.org/10.1016/j.rse.2017.10.021}, year = {2018}, type = {Journal Article} } @article{3786, author = {Niu, Z. and Gao, N. and Zhang, Z. and Gao, F. and New Jiang, X.}, title = {3D shape measurement of discontinuous specular objects based on advanced PMD with bi-telecentric lens}, journal = {Optics Express}, volume = {26}, number = {2}, pages = {1615–1632}, DOI = {10.1364/OE.26.001615}, url = {https://doi.org/10.1364/OE.26.001615}, year = {2018}, type = {Journal Article} } @article{205, author = {Niu, Z. and Zhang, H. and Wang, X. and Yao, W. and Zhou, D. and Zhao, K. and Zhao, H. and Li, N. and Huang, H. and Li, C. and Yang, J. and Liu, C. and Liu, S. and Wang, L. and Li, Z. and Yang, Z. and Qiao, F. and Zheng, Y. and Chen, Y. and Sheng, Y. and Gao, X. and Zhu, W. and Wang, W. and Wang, H. and Weng, Y. and Zhuang, D. and Liu, J. and Luo, Z. and Cheng, X. and Guo, Z. and Gong, P.}, title = {Mapping wetland changes in China between 1978 and 2008}, journal = {Chinese Science Bulletin}, volume = {57}, number = {22}, pages = {2813–2823}, DOI = {10.1007/s11434-012-5093-3}, url = {https://doi.org/10.1007/s11434-012-5093-3}, year = {2012}, type = {Journal Article} } @article{1229, author = {Nolin, A. W. and Fetterer, F. M. and Scambos, T. A.}, title = {Surface roughness characterizations of sea ice and ice sheets—Case studies with MISR data}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {40}, number = {7}, pages = {1605–1615}, DOI = {10.1109/TGRS.2002.801581}, url = {https://doi.org/10.1109/TGRS.2002.801581}, year = {2002}, type = {Journal Article} } @misc{10130, author = {Nolin, A. W. and Stroeve, J. C. and Scambos, T. A. and Fetterer, F.}, title = {Cryospheric applications of MISR data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1219–1221}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976798}, url = {https://doi.org/10.1109/IGARSS.2001.976798}, year = {2001}, type = {Conference Paper} } @inbook{11497, author = {Norman, J. M. and Anderson, M. C.}, title = {Soil-plant-atmosphere continuum}, booktitle = {Encyclopedia of soils in the environment}, editor = {Hillel, D. and Hatfield, J. L.}, connective phrase = {Soil-plant-atmosphere continuum}, publisher = {Elsevier}, place published = {Amsterdam, Netherlands}, pages = {513–521}, DOI = {10.1016/B0-12-348530-4/00416-1}, url = {https://doi.org/10.1016/B0-12-348530-4/00416-1}, year = {2004}, type = {Book Section} } @misc{10319, author = {Norman, J. M. and Anderson, M. C. and Diak, G. R.}, title = {Approach for mapping light-use efficiency on regional scales using satellite observations}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2358–2360}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516986}, url = {https://doi.org/10.1109/IGARSS.1996.516986}, year = {1996}, type = {Conference Paper} } @misc{843, author = {Norman, J. M. and Anderson, M. C. and Kustas, W. P.}, title = {Are single-source, remote-sensing surface-flux models too simple?}, publisher = {American Institute of Physics}, volume = {Proceedings}, pages = {170–177}, month = {10–11 November 2005}, note = {READY}, DOI = {10.1063/1.2349341}, url = {https://doi.org/10.1063/1.2349341}, year = {2006}, type = {Conference Paper} } @article{10513, author = {Norman, J. M. and Anderson, M. C. and Kustas, W. P. and French, A. N. and Mecikalski, J. and Torn, R. and Diak, G. R. and Schmugge, T. J. and Tanner, B. C. W.}, title = {Remote sensing of surface energy fluxes at 101-m pixel resolutions}, journal = {Water Resources Research}, volume = {39}, number = {8}, pages = {SWC91–SWC917}, DOI = {10.1029/2002WR001775}, url = {https://doi.org/10.1029/2002WR001775}, year = {2003}, type = {Journal Article} } @article{2919, author = {Norris, P. M. and Oreopoulos, L. and Hou, A. Y. and Tao, W. K. and Zeng, X.}, title = {Representation of 3D heterogeneous cloud fields using copulas—Theory for water clouds}, journal = {Quarterly Journal of the Royal Meteorological Society}, volume = {134}, number = {636}, pages = {1843–1864}, DOI = {10.1002/qj.321}, url = {https://doi.org/10.1002/qj.321}, year = {2008}, type = {Journal Article} } @misc{7735, author = {Nouvellon, Y. and Lo Seen, D. and Begue, A. and Rambal, S. and Moran, M. S. and Qi, J. and Chehbouni, A. and Kerr, Y.}, title = {Combining remote sensing and plant growth modeling to describe the carbon and water budget of semi-arid grasslands}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2393–2395}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.702224}, url = {https://doi.org/10.1109/IGARSS.1998.702224}, year = {1998}, type = {Conference Paper} } @misc{3950, author = {Nouvellon, Y. and Moran, M. 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R.}, title = {Validation of goes-based insolation estimates using pyranometer insolation data from the United States climate reference network}, publisher = {American Meteorological Society}, volume = {Poster Session 1}, pages = {433–437}, month = {23–26 August 2004}, note = {READY}, DOI = {https://ams.confex.com/ams/AFAPURBBIO/techprogram/session_17437.htm}, url = {https://ams.confex.com/ams/AFAPURBBIO/techprogram/session_17437.htm}, year = {2004}, type = {Conference Paper} } @misc{9965, author = {Otkin, J. A. and Anderson, M. C. and Mecikalski, J. R.}, title = {A 2-year climatology of land-surface energy fluxes using the ALEXI model}, publisher = {American Meteorological Society}, volume = {Poster Session 3}, pages = {1845–1851}, month = {9–13 January 2005}, note = {READY}, DOI = {https://ams.confex.com/ams/Annual2005/techprogram/session_17944.htm}, url = {https://ams.confex.com/ams/Annual2005/techprogram/session_17944.htm}, year = {2005}, type = {Conference Paper} } @misc{9964, author = {Otkin, J. A. and Anderson, M. C. and Mecikalski, J. R.}, title = {Multiseasonal validation of goes-based insolation estimates}, publisher = {American Meteorological Society}, volume = {Poster Session 1}, pages = {1777–1782}, month = {9–13 January 2005}, note = {READY}, DOI = {https://ams.confex.com/ams/Annual2005/techprogram/session_17936.htm}, url = {https://ams.confex.com/ams/Annual2005/techprogram/session_17936.htm}, year = {2005}, type = {Conference Paper} } @article{989, author = {Otkin, J. A. and Anderson, M. C. and Mecikalski, J. R. and Diak, G. R.}, title = {Validation of GOES-based insolation estimates using data from the U.S. Climate Reference Network}, journal = {Journal of Hydrometeorology}, volume = {6}, number = {4}, pages = {460–475}, DOI = {10.1175/JHM440.1}, url = {https://doi.org/10.1175/JHM440.1}, year = {2005}, type = {Journal Article} } @article{3319, author = {Otkin, J. A. and Shafer, M. and Svoboda, M. and Wardlow, B. and Anderson, M. C. and Hain, C. and Basara, J.}, title = {Facilitating the use of drought early warning information through interactions with agricultural stakeholders}, journal = {Bulletin of the American Meteorological Society}, volume = {96}, number = {7}, pages = {1073–1078}, DOI = {10.1175/BAMS-D-14-00219.1}, url = {https://doi.org/10.1175/BAMS-D-14-00219.1}, year = {2015}, type = {Journal Article} } @article{8910, author = {Otkin, J. A. and Svoboda, M. and Hunt, E. D. and Ford, T. W. and Anderson, M. C. and Hain, C. and Basara, J. B.}, title = {Flash droughts—A review and assessment of the challenges imposed by rapid-onset droughts in the United States}, journal = {Bulletin of the American Meteorological Society}, volume = {99}, number = {5}, pages = {911–919}, DOI = {10.1175/BAMS-D-17-0149.1}, url = {https://doi.org/10.1175/BAMS-D-17-0149.1}, year = {2018}, type = {Journal Article} } @article{10978, author = {Otkin, J. A. and Zhong, Y. and Hunt, E. D. and Basara, J. and Svoboda, M. and Anderson, M. C. and Hain, C.}, title = {Assessing the evolution of soil moisture and vegetation conditions during a flash drought-flash recovery sequence over the South-Central United States}, journal = {Journal of Hydrometeorology}, volume = {20}, number = {3}, pages = {549–562}, DOI = {10.1175/JHM-D-18-0171.1}, url = {https://doi.org/10.1175/JHM-D-18-0171.1}, year = {2019}, type = {Journal Article} } @article{12182, author = {Otkin, J. A. and Zhong, Y. and Hunt, E. D. and Christian, J. I. and Basara, J. B. and Nguyen, H. and Wheeler, M. C. and Ford, T. W. and Hoell, A. and Svoboda, M. and Anderson, M. C.}, title = {Development of a flash drought intensity index}, journal = {Atmosphere}, volume = {12}, number = {6}, DOI = {10.3390/atmos12060741}, url = {https://doi.org/10.3390/atmos12060741}, year = {2021}, type = {Journal Article} } @article{10700, author = {Otkin, J. A. and Zhong, Y. and Lorenz, D. and Anderson, M. C. and Hain, C.}, title = {Exploring seasonal and regional relationships between the Evaporative Stress Index and surface weather and soil moisture anomalies across the United States}, journal = {Hydrology and Earth System Sciences}, volume = {22}, number = {10}, pages = {5373–5386}, DOI = {10.5194/hess-22-5373-2018}, url = {https://doi.org/10.5194/hess-22-5373-2018}, year = {2018}, type = {Journal Article} } @article{18, author = {Ou, G. and Chen, X. and Kilic, A. and Bartelt-Hunt, S. and Li, Y. and Samal, A.}, title = {Development of a cross-section based streamflow routing package for MODFLOW}, journal = {Environmental Modelling and Software}, volume = {50}, pages = {132–143}, DOI = {10.1016/j.envsoft.2013.09.012}, url = {https://doi.org/10.1016/j.envsoft.2013.09.012}, year = {2013}, type = {Journal Article} } @misc{2832, author = {Ouaidrari, H. and Czajkowski, K. P. and Goward, S. N. and Sobrino, J. A.}, title = {Global surface temperature for climate studies using NOAA-AVHRR data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {598–600}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.699523}, url = {https://doi.org/10.1109/IGARSS.1998.699523}, year = {1998}, type = {Conference Paper} } @article{1190, author = {Ouaidrari, H. and El Saleous, N. and Vermote, E. F. and Townshend, J. R. and Goward, S. N.}, title = {AVHRR Land Pathfinder II (ALP II) data set—Evaluation and inter-comparison with other data sets}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {1}, pages = {135–142}, DOI = {10.1080/01431160305006}, url = {https://doi.org/10.1080/01431160305006}, year = {2003}, type = {Journal Article} } @article{1230, author = {Ouaidrari, H. and Goward, S. N. and Czajkowski, K. P. and Sobrino, J. A. and Vermote, E.F.}, title = {Land surface temperature estimation from AVHRR thermal infrared measurements—An assessment for the AVHRR Land Pathfinder II data set}, journal = {Remote Sensing of Environment}, volume = {81}, number = {1}, pages = {114–128}, DOI = {10.1016/S0034-4257(01)00338-8}, url = {https://doi.org/10.1016/S0034-4257(01)00338-8}, year = {2002}, type = {Journal Article} } @article{1392, author = {Ouaidrari, H. and Vermote, E. F.}, title = {Operational atmospheric correction of Landsat TM data}, journal = {Remote Sensing of Environment}, volume = {70}, number = {1}, pages = {4–15}, DOI = {10.1016/S0034-4257(99)00054-1}, url = {https://doi.org/10.1016/S0034-4257(99)00054-1}, year = {1999}, type = {Journal Article} } @inbook{6949, author = {Ozdogan, M. and Olofsson, P. and Woodcock, C. E. and Baccini, A.}, title = {Forest changes and carbon budgets in the Black Sea region}, booktitle = {Land-cover and land-use changes in Eastern Europe after the collapse of the Soviet Union in 1991}, editor = {Gutman, G. and Radeloff, V.C.}, connective phrase = {Forest changes and carbon budgets in the Black Sea region}, publisher = {Springer}, place published = {Cham, Switzerland}, pages = {149–171}, DOI = {10.1007/978-3-319-42638-9_7}, url = {https://doi.org/10.1007/978-3-319-42638-9_7}, year = {2016}, type = {Book Section} } @article{886, author = {Ozdogan, M. and Woodcock, C. E.}, title = {Resolution dependent errors in remote sensing of cultivated areas}, journal = {Remote Sensing of Environment}, volume = {103}, number = {2}, pages = {203–217}, DOI = {10.1016/j.rse.2006.04.004}, url = {https://doi.org/10.1016/j.rse.2006.04.004}, year = {2006}, type = {Journal Article} } @misc{10067, author = {Ozdogan, M. and Woodcock, C. E. and Salvucci, G. D.}, title = {Monitoring changes in irrigated lands in southeastern Turkey with remote sensing}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1570–1572}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1294178}, url = {https://doi.org/10.1109/IGARSS.2003.1294178}, year = {2003}, type = {Conference Paper} } @article{900, author = {Ozdogan, M. and Woodcock, C. E. and Salvucci, G. D. and Demir, H.}, title = {Changes in summer irrigated crop area and water use in Southeastern Turkey from 1993 to 2002—Implications for current and future water resources}, journal = {Water Resources Management}, volume = {20}, number = {3}, pages = {467–488}, DOI = {10.1007/s11269-006-3087-0}, url = {https://doi.org/10.1007/s11269-006-3087-0}, year = {2006}, type = {Journal Article} } @misc{6173, author = {Özen, H. and Fox, N. and Deadman, A. and Behnert, I. and Harris, P. and Gürbüz, S. and Yuan, L. and Griffith, D. and Kaewmanee, M. and Prakobya, A. and Musana, C. and Ponzoni, F. and Lee, D. and Lee, Y. and Boucher, Y. and Viallefont, F. and Rolland, P. and Helder, D.L. and Leigh, L. and Thome, K.J. and Sterckx, S. and Knaeps, E. and Raeymaekers, D. and Henry, P.}, title = {Comparison of radiometric gain of optical satellite sensors using Tuz Golu radiometrically calibrated test site}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1120–1123}, month = {22–27 July 2012}, note = {READY}, DOI = {10.1109/IGARSS.2012.6351352}, url = {https://doi.org/10.1109/IGARSS.2012.6351352}, year = {2012}, type = {Conference Paper} } @misc{3248, author = {Özen, H. and Fox, N. and Gürbüz, S. Z. and Deadman, A. and Behnert, I. and Harris, P. and Yua, L. and Griffith, D. and Kaewmanee, M. and Prakobya, A. and Musana, C. and Ponzoni, F. and Lee, D. and Lee, Y. and Boucher, Y. and Viallefont, F. and Rolland, P. and Helder, D.L. and Leigh, L. and Thome, K.J. and Sterckx, S. and Knaeps, E. and Raeymaekers, D. and Henry, P.}, title = {Preliminary results of the comparison of satellite imagers using Tuz Gölü as a reference standard}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXIX-B1}, pages = {145–148}, month = {25 August–1 September 2012}, note = {READY}, DOI = {10.5194/isprsarchives-XXXIX-B1-145-2012}, url = {https://doi.org/10.5194/isprsarchives-XXXIX-B1-145-2012}, year = {2012}, type = {Conference Paper} } @article{285, author = {Padman, L. and Costa, D. P. and Dinniman, M. S. and Fricker, H. A. and Goebel, M. E. and Huckstadt, L. A. and Humbert, A. and Joughin, I. and Lenaerts, J. T. M. and Ligtenberg, S. R. M. and Scambos, T.A. and Van Den Broeke, M. R.}, title = {Oceanic controls on the mass balance of Wilkins Ice Shelf, Antarctica}, journal = {Journal of Geophysical Research Oceans}, volume = {117}, number = {1}, DOI = {10.1029/2011JC007301}, url = {https://doi.org/10.1029/2011JC007301}, year = {2012}, type = {Journal Article} } @article{446, author = {Padula, F. P. and Schott, J. R.}, title = {Historic calibration of the thermal infrared band of Landsat-5 TM}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {76}, number = {11}, pages = {1225–1238}, DOI = {10.14358/PERS.76.11.1225}, url = {https://doi.org/10.14358/PERS.76.11.1225}, year = {2010}, type = {Journal Article} } @article{452, author = {Padula, F. P. and Schott, J. R. and Barsi, J. A. and Raqueno, N. G. and Hook, S. J.}, title = {Calibration of Landsat 5 thermal infrared channel—Updated calibration history and assessment of the errors associated with the methodology}, journal = {Canadian Journal of Remote Sensing}, volume = {36}, number = {5}, pages = {617–630}, DOI = {10.5589/m10-084}, url = {https://doi.org/10.5589/m10-084}, year = {2010}, type = {Journal Article} } @misc{656, author = {Padula, F. P. and Schott, J. R. and Raqueño, N. G.}, title = {New methodology for an improved thermal calibration of Landsat 5 through fusion of environmental data sources}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {IV1340–IV1343}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4779979}, url = {https://doi.org/10.1109/IGARSS.2008.4779979}, year = {2008}, type = {Conference Paper} } @article{455, author = {Pagnutti, M. and Blonski, S. and Cramer, M. and Helder, D.L. and Holekamp, K. and Honkavaara, E. and Ryan, R.}, title = {Targets, methods, and sites for assessing the in-flight spatial resolution of electro-optical data products}, journal = {Canadian Journal of Remote Sensing}, volume = {36}, number = {5}, pages = {583–601}, DOI = {10.5589/m10-078}, url = {https://doi.org/10.5589/m10-078}, year = {2010}, type = {Journal Article} } @article{8323, author = {Pagnutti, M. and Ryan, R. E. and Kelly, M. and Holekamp, K. and Zanoni, V. and Thome, K.J. and Schiller, S.}, title = {Radiometric characterization of IKONOS multispectral imagery}, journal = {Remote Sensing of Environment}, volume = {88}, number = {1–2}, pages = {53–68}, DOI = {10.1016/j.rse.2003.07.008}, url = {https://doi.org/10.1016/j.rse.2003.07.008}, year = {2003}, type = {Journal Article} } @article{10661, author = {Pahlevan, N. and Balasubramanian, S. V. and Sarkar, S. and Franz, B. A.}, title = {Toward long-term aquatic science products from heritage Landsat missions}, journal = {Remote Sensing}, volume = {10}, number = {9}, DOI = {10.3390/rs10091337}, url = {https://doi.org/10.3390/rs10091337}, year = {2018}, type = {Journal Article} } @article{10682, author = {Pahlevan, N. and Chittimalli, S. K. and Balasubramanian, S. V. and Vellucci, V.}, title = {Sentinel-2/Landsat-8 product consistency and implications for monitoring aquatic systems}, journal = {Remote Sensing of Environment}, volume = {220}, pages = {19–29}, DOI = {10.1016/j.rse.2018.10.027}, url = {https://doi.org/10.1016/j.rse.2018.10.027}, year = {2019}, type = {Journal Article} } @article{153, author = {Pahlevan, N. and Garrett, A. J. and Gerace, A. D. and Schott, J. R.}, title = {Integrating Landsat-7 imagery with physics-based models for quantitative mapping of coastal waters near river discharges}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {78}, number = {11}, pages = {1163–1174}, DOI = {10.14358/PERS.78.11.1163}, url = {https://doi.org/10.14358/PERS.78.11.1163}, year = {2012}, type = {Journal Article} } @misc{5841, author = {Pahlevan, N. and Gerace, A. D. and Schott, J. R.}, title = {Using thermal remote sensing as a tool for calibrating a hydrodynamic model in inland waters}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8030}, month = {26–27 April 2011}, note = {READY}, DOI = {10.1117/12.887212}, url = {https://doi.org/10.1117/12.887212}, year = {2011}, type = {Conference Paper} } @misc{6377, author = {Pahlevan, N. and Lee, Z. and Hu, C. and Schott, J. R.}, title = {Analyzing radiometric requirements for diurnal observations of coastal/oceanic waters from geo-stationary orbits}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8724}, month = {30 April–1 May 2013}, note = {READY}, DOI = {10.1117/12.2016279}, url = {https://doi.org/10.1117/12.2016279}, year = {2013}, type = {Conference Paper} } @article{3032, author = {Pahlevan, N. and Lee, Z. and Hu, C. and Schott, J. R.}, title = {Diurnal remote sensing of coastal/oceanic waters—A radiometric analysis for geostationary coastal and air pollution events}, journal = {Applied Optics}, volume = {53}, number = {4}, pages = {648–665}, DOI = {10.1364/AO.53.000648}, url = {https://doi.org/10.1364/AO.53.000648}, year = {2014}, type = {Journal Article} } @misc{6424, author = {Pahlevan, N. and Lee, Z. and Lawson, A. and Arnone, R.}, title = {Scene-based cross-comparison of SNPP-VIIRS and Aqua-MODIS over oceanic waters}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8866}, month = {26–29 August 2013}, note = {READY}, DOI = {10.1117/12.2023423}, url = {https://doi.org/10.1117/12.2023423}, year = {2013}, type = {Conference Paper} } @article{8374, author = {Pahlevan, N. and Lee, Z. and Wei, J. and Schaaf, C. B. and Schott, J. R. and Berk, A.}, title = {On-orbit radiometric characterization of OLI (Landsat-8) for applications in aquatic remote sensing}, journal = {Remote Sensing of Environment}, volume = {154}, pages = {272–284}, DOI = {10.1016/j.rse.2014.08.001}, url = {https://doi.org/10.1016/j.rse.2014.08.001}, year = {2014}, type = {Journal Article} } @article{12103, author = {Pahlevan, N. and Mangin, A. and Balasubramanian, S. V. and Smith, B. and Alikas, K. and Arai, K. and Barbosa, C. and Bélanger, S. and Binding, C. and Bresciani, M. and Giardino, C. and Gurlin, D. and Fan, Y. and Harmel, T. and Hunter, P. and Ishikaza, J. and Kratzer, S. and Lehmann, M. K. and Ligi, M. and Ma, R. and Martin-Lauzer, F. R. and Olmanson, L. and Oppelt, N. and Pan, Y. and Peters, S. and Reynaud, N. and Sander de Carvalho, L. A. and Simis, S. and Spyrakos, E. and Steinmetz, F. and Stelzer, K. and Sterckx, S. and Tormos, T. and Tyler, A. and Vanhellemont, Q. and Warren, M.}, title = {ACIX-Aqua—A global assessment of atmospheric correction methods for Landsat-8 and Sentinel-2 over lakes, rivers, and coastal waters}, journal = {Remote Sensing of Environment}, volume = {258}, DOI = {10.1016/j.rse.2021.112366}, url = {https://doi.org/10.1016/j.rse.2021.112366}, year = {2021}, type = {Journal Article} } @misc{6193, author = {Pahlevan, N. and Raqueno, N. G. and Schott, J. R.}, title = {Cross-calibration of Landsat-7's visible-near-infrared bands with Terra-MODIS over dark waters}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8372}, month = {24–26 April 2012}, note = {READY}, DOI = {10.1117/12.919161}, url = {https://doi.org/10.1117/12.919161}, year = {2012}, type = {Conference Paper} } @article{8963, author = {Pahlevan, N. and Roger, J. C. and Ahmad, Z.}, title = {Revisiting short-wave-infrared (SWIR) bands for atmospheric correction in coastal waters}, journal = {Optics Express}, volume = {25}, number = {6}, pages = {6015–6035}, DOI = {10.1364/OE.25.006015}, url = {https://doi.org/10.1364/OE.25.006015}, year = {2017}, type = {Journal Article} } @article{3604, author = {Pahlevan, N. and Sarkar, S. and Devadiga, S. and Wolfe, R. E. and Roman, M. and Vermote, E.F. and Lin, G. and Xiong, X.}, title = {Impact of spatial sampling on continuity of MODIS–VIIRS land surface reflectance products—A simulation approach}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {55}, number = {1}, pages = {183–196}, DOI = {10.1109/TGRS.2016.2604214}, url = {https://doi.org/10.1109/TGRS.2016.2604214}, year = {2017}, type = {Journal Article} } @article{8388, author = {Pahlevan, N. and Sarkar, S. and Franz, B. A.}, title = {Uncertainties in coastal ocean color products—Impacts of spatial sampling}, journal = {Remote Sensing of Environment}, volume = {181}, pages = {14–26}, DOI = {10.1016/j.rse.2016.03.022}, url = {https://doi.org/10.1016/j.rse.2016.03.022}, year = {2016}, type = {Journal Article} } @article{8402, author = {Pahlevan, N. and Sarkar, S. and Franz, B. A. and Balasubramanian, S. V. and He, J.}, title = {Sentinel-2 MultiSpectral Instrument (MSI) data processing for aquatic science applications—Demonstrations and validations}, journal = {Remote Sensing of Environment}, volume = {201}, pages = {47–56}, DOI = {10.1016/j.rse.2017.08.033}, url = {https://doi.org/10.1016/j.rse.2017.08.033}, year = {2017}, type = {Journal Article} } @article{182, author = {Pahlevan, N. and Schott, J. R.}, title = {Characterizing the relative calibration of Landsat-7 (ETM+) visible bands with Terra (MODIS) over clear waters—The implications for monitoring water resources}, journal = {Remote Sensing of Environment}, volume = {125}, pages = {167–180}, DOI = {10.1016/j.rse.2012.07.013}, url = {https://doi.org/10.1016/j.rse.2012.07.013}, year = {2012}, type = {Journal Article} } @article{125, author = {Pahlevan, N. and Schott, J. R.}, title = {Leveraging EO-1 to evaluate capability of new generation of Landsat sensors for coastal/inland water studies}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {6}, number = {2}, pages = {360–374}, DOI = {10.1109/JSTARS.2012.2235174}, url = {https://doi.org/10.1109/JSTARS.2012.2235174}, year = {2013}, type = {Journal Article} } @article{3624, author = {Pahlevan, N. and Schott, J. R. and Franz, B. A. and Zibordi, G. and Markham, B. and Bailey, S. and Schaaf, C. B. and Ondrusek, M. and Greb, S. and Strait, C. M.}, title = {Landsat 8 remote sensing reflectance (Rrs) products—Evaluations, intercomparisons, and enhancements}, journal = {Remote Sensing of Environment}, volume = {190}, pages = {289–301}, DOI = {10.1016/j.rse.2016.12.030}, url = {https://doi.org/10.1016/j.rse.2016.12.030}, year = {2017}, type = {Journal Article} } @misc{3545, author = {Pahlevan, N. and Sheldon, P. and Peri, F. and Wei, J. and Shang, Z. and Sun, Q. and Chen, R.F. and Lee, Z. and Schaaf, C. B. and Schott, J.R.R. and Loveland, Thomas R.}, title = {Calibration/validation of Landsat-derived ocean colour products in Boston harbour}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B8}, pages = {1165–1168}, month = {12–19 July 2016}, note = {READY}, DOI = {10.5194/isprsarchives-XLI-B8-1165-2016}, url = {https://doi.org/10.5194/isprsarchives-XLI-B8-1165-2016}, year = {2016}, type = {Conference Paper} } @article{12269, author = {Pahlevan, N. and Smith, B. and Alikas, K. and Anstee, J. and Barbosa, C. and Binding, C. and Bresciani, M. and Cremella, B. and Giardino, C. and Gurlin, D. and Fernandez, V. and Jamet, C. and Kangro, K. and Lehmann, M. K. and Loisel, H. and Matsushita, B. and Hà, N. and Olmanson, L. and Potvin, G. and Simis, S. G. H. and VanderWoude, A. and Vantrepotte, V. and Ruiz-Verdù, A.}, title = {Simultaneous retrieval of selected optical water quality indicators from Landsat-8, Sentinel-2, and Sentinel-3}, journal = {Remote Sensing of Environment}, volume = {270}, abstract = {Constructing multi-source satellite-derived water quality (WQ) products in inland and nearshore coastal waters from the past, present, and future missions is a long-standing challenge. Despite inherent differences in sensors’ spectral capability, spatial sampling, and radiometric performance, research efforts focused on formulating, implementing, and validating universal WQ algorithms continue to evolve. This research extends a recently developed machine-learning (ML) model, i.e., Mixture Density Networks (MDNs) (Pahlevan et al., 2020; Smith et al., 2021), to the inverse problem of simultaneously retrieving WQ indicators, including chlorophyll-a (Chla), Total Suspended Solids (TSS), and the absorption by Colored Dissolved Organic Matter at 440 nm (acdom(440)), across a wide array of aquatic ecosystems. We use a database of in situ measurements to train and optimize MDN models developed for the relevant spectral measurements (400–800 nm) of the Operational Land Imager (OLI), MultiSpectral Instrument (MSI), and Ocean and Land Color Instrument (OLCI) aboard the Landsat-8, Sentinel-2, and Sentinel-3 missions, respectively. Our two performance assessment approaches, namely hold-out and leave-one-out, suggest significant, albeit varying degrees of improvements with respect to second-best algorithms, depending on the sensor and WQ indicator (e.g., 68%, 75%, 117% improvements based on the hold-out method for Chla, TSS, and acdom(440), respectively from MSI-like spectra). Using these two assessment methods, we provide theoretical upper and lower bounds on model performance when evaluating similar and/or out-of-sample datasets. To evaluate multi-mission product consistency across broad spatial scales, map products are demonstrated for three near-concurrent OLI, MSI, and OLCI acquisitions. Overall, estimated TSS and acdom(440) from these three missions are consistent within the uncertainty of the model, but Chla maps from MSI and OLCI achieve greater accuracy than those from OLI. By applying two different atmospheric correction processors to OLI and MSI images, we also conduct matchup analyses to quantify the sensitivity of the MDN model and best-practice algorithms to uncertainties in reflectance products. Our model is less or equally sensitive to these uncertainties compared to other algorithms. Recognizing their uncertainties, MDN models can be applied as a global algorithm to enable harmonized retrievals of Chla, TSS, and acdom(440) in various aquatic ecosystems from multi-source satellite imagery. Local and/or regional ML models tuned with an apt data distribution (e.g., a subset of our dataset) should nevertheless be expected to outperform our global model. © 2021 The Author(s)}, DOI = {10.1016/j.rse.2021.112860}, url = {https://doi.org/10.1016/j.rse.2021.112860}, year = {2022}, type = {Journal Article} } @article{12118, author = {Pahlevan, N. and Smith, B. and Binding, C. and Gurlin, D. and Li, L. and Bresciani, M. and Giardino, C.}, title = {Hyperspectral retrievals of phytoplankton absorption and chlorophyll-a in inland and nearshore coastal waters}, journal = {Remote Sensing of Environment}, volume = {253}, DOI = {10.1016/j.rse.2020.112200}, url = {https://doi.org/10.1016/j.rse.2020.112200}, year = {2020}, type = {Journal Article} } @article{8964, author = {Pahlevan, N. and Smith, B. and Binding, C. and O’Donnell, D. 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This is done by transferring the SI-traceable prelaunch calibration to on-orbit while accounting for changes in the TIRS-2 response as detected through on-board calibrator observations. Additional empirical corrections were implemented to mitigate image striping observed on-orbit. The detector arrays were monitored through its commissioning phase to ensure that stable detectors were chosen for operations. TIRS-2 has demonstrated 0.025% instability over its orbit, 80-mK noise equivalent delta temperature (NEdT), and an absolute radiometric uncertainty <1.4% in its nominal temperature range enabling a wide array of Earth science applications. © 1980-2012 IEEE.}, DOI = {10.1109/TGRS.2022.3183551}, url = {https://doi.org/10.1109/TGRS.2022.3183551}, year = {2022}, type = {Journal Article} } @misc{10871, author = {Pearlman, A. and McCorkel, J. and Montanaro, M. and Efremova, B. and Wenny, B. and Lunsford, A. and Simon, A. and Hair, J. and Reuter, D.}, title = {Landsat 9 Thermal Infrared Sensor 2 pre-launch characterization—Initial imaging and spectral performance results}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10764}, month = {19–23 August 2018}, note = {READY}, DOI = {10.1117/12.2321084}, url = {https://doi.org/10.1117/12.2321084}, year = {2018}, type = {Conference Paper} } @article{12131, author = {Pearlman, A. and Montanaro, M. and Efremova, B. and McCorkel, J. and Wenny, B. and Lunsford, A. and Reuter, D.}, title = {Prelaunch radiometric calibration and uncertainty analysis of Landsat Thermal Infrared Sensor 2}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {59}, number = {4}, pages = {2715–2726}, DOI = {10.1109/TGRS.2020.3008655}, url = {https://doi.org/10.1109/TGRS.2020.3008655}, year = {2021}, type = {Journal Article} } @misc{11569, author = {Pearlman, A. J. and Efremova, B. and Lunsford, A. and McCorkel, J. and Simon, A. and Reuter, D.}, title = {Landsat 9 thermal infrared sensor 2 spectral response test—Updates and perspective}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8534–8537}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS.2019.8899118}, url = {https://doi.org/10.1109/IGARSS.2019.8899118}, year = {2019}, type = {Conference Paper} } @article{1194, author = {Peddle, D. R. and Franklin, S. E. and Johnson, R. L. and Lavigne, M. B. and Wulder, M. 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Therefore, ending deforestation likely requires combining measures to create deforestation-free supply chains with landscape governance interventions. We highlight key remaining evidence gaps including deforestation trends, commodity-specific land-use dynamics, and data from tropical dry forests and forests across Africa. © 2022 American Association for the Advancement of Science. All rights reserved.}, DOI = {10.1126/science.abm9267}, url = {https://doi.org/10.1126/science.abm9267}, year = {2022}, type = {Journal Article} } @article{9033, author = {Pengra, B. and Gallant, A. 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G.}, title = {Mapping croplands of Europe, Middle East, Russia, and Central Asia using Landsat, Random Forest, and Google Earth Engine}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {167}, pages = {104–122}, DOI = {10.1016/j.isprsjprs.2020.06.022}, url = {https://doi.org/10.1016/j.isprsjprs.2020.06.022}, year = {2020}, type = {Journal Article} } @article{10924, author = {Pham, Q. V. and Ha, N. T. T. and Pahlevan, N. and Oanh, L. T. and Nguyen, T. B. and Nguyen, N. T.}, title = {Using Landsat-8 images for quantifying suspended sediment concentration in red river (Northern Vietnam)}, journal = {Remote Sensing}, volume = {10}, number = {11}, DOI = {10.3390/rs10111841}, url = {https://doi.org/10.3390/rs10111841}, year = {2018}, type = {Journal Article} } @article{573, author = {Phillips, R. D. and Blinn, C. E. and Watson, L. T. and Wynne, R. H.}, title = {An adaptive noise-filtering algorithm for AVIRIS data with implications for classification accuracy}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {47}, number = {9}, pages = {3168–3179}, DOI = {10.1109/TGRS.2009.2020156}, url = {https://doi.org/10.1109/TGRS.2009.2020156}, year = {2009}, type = {Journal Article} } @article{3069, author = {Phillips, R. D. and Hossain, M. S. and Watson, L. T. and Wynne, R. H. and Ramakrishnan, N.}, title = {Enrichment procedures for soft clusters—a statistical test and its applications}, journal = {CMES - Computer Modeling in Engineering and Sciences}, volume = {97}, number = {2}, pages = {175–197}, DOI = {http://eprints.cs.vt.edu/archive/00001108/01/TKDE10.pdf}, url = {http://eprints.cs.vt.edu/archive/00001108/01/TKDE10.pdf}, year = {2014}, type = {Journal Article} } @article{3103, author = {Phillips, R. D. and Watson, L. T. and Easterling, D. R. and Wynne, R. 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H.}, title = {An iterative framework for the improvement of soft clusters for classification}, volume = {Proceedings}, pages = {766–772}, month = {13–16 July 2009}, note = {READY}, DOI = {http://people.cs.vt.edu/~ramakris/papers/ipcv09-iterative.pdf}, url = {http://people.cs.vt.edu/~ramakris/papers/ipcv09-iterative.pdf}, year = {2009}, type = {Conference Paper} } @article{792, author = {Phillips, R. D. and Watson, L. T. and Wynne, R. H.}, title = {Hybrid image classification and parameter selection using a shared memory parallel algorithm}, journal = {Computers and Geosciences}, volume = {33}, number = {7}, pages = {875–897}, DOI = {10.1016/j.cageo.2006.10.014}, url = {https://doi.org/10.1016/j.cageo.2006.10.014}, year = {2007}, type = {Journal Article} } @misc{632, author = {Phillips, R. D. and Watson, L. T. and Wynne, R. H.}, title = {A fuzzy homogeneity test for the iterative guided spectral class rejection algorithm}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {II883–II886}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4779136}, url = {https://doi.org/10.1109/IGARSS.2008.4779136}, year = {2008}, type = {Conference Paper} } @misc{633, author = {Phillips, R. D. and Watson, L. T. and Wynne, R. H.}, title = {A shared memory parallel algorithm for data reduction using the singular value decomposition}, publisher = {Society of Computer Simulation International}, volume = {Proceedings}, pages = {459–466}, month = {14–17 April 2008}, note = {READY}, DOI = {http://dl.acm.org/citation.cfm?id=1400619}, url = {http://dl.acm.org/citation.cfm?id=1400619}, year = {2008}, type = {Conference Paper} } @misc{634, author = {Phillips, R. D. and Watson, L. T. and Wynne, R. H.}, title = {A study of fuzzy clustering within the IGSCR framework}, publisher = {Association for Computing Machinery}, volume = {Proceedings}, pages = {140–145}, month = {28–29 March 2008}, note = {READY}, DOI = {10.1145/1593105.1593142}, url = {https://doi.org/10.1145/1593105.1593142}, year = {2008}, type = {Conference Paper} } @misc{5382, author = {Phillips, R. D. and Watson, L. T. and Wynne, R. H.}, title = {Examining the potential parallel scalability of a fuzzy semisupervised classification algorithm}, publisher = {Association for Computing Machinery}, volume = {Proceedings}, month = {22–27 March 2009}, note = {READY}, DOI = {https://dl.acm.org/citation.cfm?id=1639921}, url = {https://dl.acm.org/citation.cfm?id=1639921}, year = {2009}, type = {Conference Paper} } @article{617, author = {Phillips, R. D. and Watson, L. T. and Wynne, R. H. and Blinn, C. E.}, title = {Feature reduction using a singular value decomposition for the iterative guided spectral class rejection hybrid classifier}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {64}, number = {1}, pages = {107–116}, DOI = {10.1016/j.isprsjprs.2008.03.004}, url = {https://doi.org/10.1016/j.isprsjprs.2008.03.004}, year = {2009}, type = {Journal Article} } @article{290, author = {Phillips, R. D. and Watson, L. T. and Wynne, R. H. and Ramakrishnan, N.}, title = {Continuous iterative guided spectral class rejection classification algorithm}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {50}, number = {6}, pages = {2303–2317}, DOI = {10.1109/TGRS.2011.2173802}, url = {https://doi.org/10.1109/TGRS.2011.2173802}, year = {2012}, type = {Journal Article} } @misc{635, author = {Phillips, R. D. and Zhang, J. and Watson, L. T. and Blinn, C. E. and Wynne, R. H.}, title = {An adaptive noise filtering algorithm based on the maximum noise fraction}, publisher = {American Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, pages = {717–723}, month = {14–17 July 2008}, note = {READY}, DOI = {http://www.asprs.org/a/publications/proceedings/pecora17/0028.pdf}, url = {http://www.asprs.org/a/publications/proceedings/pecora17/0028.pdf}, year = {2008}, type = {Conference Paper} } @article{12184, author = {Piao, S. and Wang, X. and Park, T. and Chen, C. and Lian, X. and He, Y. and Bjerke, J. W. and Chen, A. and Ciais, P. and Tømmervik, H. and Nemani, R. R. and Myneni, R. B.}, title = {Characteristics, drivers and feedbacks of global greening}, journal = {Nature Reviews Earth and Environment}, volume = {1}, number = {1}, pages = {14–27}, DOI = {10.1038/s43017-019-0001-x}, url = {https://doi.org/10.1038/s43017-019-0001-x}, year = {2020}, type = {Journal Article} } @article{9012, author = {Pichard, S. L. and Campbell, L. and Carder, K.L. and Kang, J. B. and Patch, J. and Tabita, F. R. and Paul, J. H.}, title = {Analysis of ribulose bisphosphate carboxylase gene expression in natural phytoplankton communities by group-specific gene probing}, journal = {Marine Ecology Progress Series}, volume = {149}, number = {1–3}, pages = {239–253}, DOI = {10.3354/meps149239}, url = {https://doi.org/10.3354/meps149239}, year = {1997}, type = {Journal Article} } @article{9175, author = {Pickell, P. D. and Hermosilla, T. and Coops, N. C. and Masek, J. G. and Franks, S. and Huang, C.}, title = {Monitoring anthropogenic disturbance trends in an industrialized boreal forest with Landsat time series}, journal = {Remote Sensing Letters}, volume = {5}, number = {9}, pages = {783–792}, DOI = {10.1080/2150704X.2014.967881}, url = {https://doi.org/10.1080/2150704X.2014.967881}, year = {2014}, type = {Journal Article} } @article{3419, author = {Pickell, P. D. and Hermosilla, T. and Frazier, R. J. and Coops, N. C. and Wulder, M. A.}, title = {Forest recovery trends derived from Landsat time series for North American boreal forests}, journal = {International Journal of Remote Sensing}, volume = {37}, number = {1}, pages = {138–149}, DOI = {10.1080/2150704X.2015.1126375}, url = {https://doi.org/10.1080/2150704X.2015.1126375}, year = {2016}, type = {Journal Article} } @article{11876, author = {Pickens, A. H. and Hansen, M. C. and Hancher, M. and Stehman, S. V. and Tyukavina, A. and Potapov, P. and Marroquin, B. and Sherani, Z.}, title = {Mapping and sampling to characterize global inland water dynamics from 1999 to 2018 with full Landsat time-series}, journal = {Remote Sensing of Environment}, volume = {243}, DOI = {10.1016/j.rse.2020.111792}, url = {https://doi.org/10.1016/j.rse.2020.111792}, year = {2020}, type = {Journal Article} } @article{12292, author = {Pickens, A. H. and Hansen, M. C. and Stehman, S. V. and Tyukavina, A. and Potapov, P. and Zalles, V. and Higgins, J.}, title = {Global seasonal dynamics of inland open water and ice}, journal = {Remote Sensing of Environment}, volume = {272}, abstract = {Seasonal changes of temperature and precipitation cause inland open surface water and ice cover extents to vary dramatically through the year from local to global scales. These dynamics of land, water, and ice have a significant impact on climate and often are critical to natural ecosystem functioning. However, global seasonal dynamics of both water and ice extent have not been well quantified. Here, we present the quantification of monthly surface water and ice areas for 2019 with associated uncertainties. Time-series reference data were created for a probability sample of 10 m grid cells by interpreting the entire 2019 time-series of 10 m Sentinel-2 data and a subset of 3 m PlanetScope data in selected places with a mix of land and water. From the probability sample reference data, we estimate that 4.86 ± 0.16 million km2 had inland water presence at some point during the year. Globally, only 23% of the total area with water was permanent water that remained open year-round (1.13 ± 0.19 million km2). Permanent water with seasonal ice cover extended 1.97 ± 0.21 million km2, comprising 41% of the total area with water. Seasonal water-land transitions (both with and without ice/snow cover) covered the remaining 36% of the total area with water (1.76 ± 0.19 million km2). February had the maximum extent of ice over areas of inland permanent and seasonal water, totaling 2.49 ± 0.25 million km2, and January – March had a larger global extent of ice cover than of open water. To investigate the spatiotemporal distribution of ice cover and the suitability of Landsat, prototype maps of surface water ice cover phenology were created by integrating the ice/snow and no data labels from the quality assurance layer of the GLAD ARD of Potapov et al. (2020) with the monthly surface water layers of Pickens et al. (2020), both of which are Landsat-based. While limited by data availability, these maps reveal the high spatiotemporal variability of ice phenology. The near-daily observations near the poles and the 10 m resolution bands of Sentinel-2 provide unprecedented potential to examine surface water and ice dynamics for 2016 forward and to investigate the drivers and impacts of this variability. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.112963}, url = {https://doi.org/10.1016/j.rse.2022.112963}, year = {2022}, type = {Journal Article} } @article{11242, author = {Pickering, J. and Stehman, S. V. and Tyukavina, A. and Potapov, P. and Watt, P. and Jantz, S. M. and Bholanath, P. and Hansen, M. C.}, title = {Quantifying the trade-off between cost and precision in estimating area of forest loss and degradation using probability sampling in Guyana}, journal = {Remote Sensing of Environment}, volume = {221}, pages = {122–135}, DOI = {10.1016/j.rse.2018.11.018}, url = {https://doi.org/10.1016/j.rse.2018.11.018}, year = {2019}, type = {Journal Article} } @article{12179, author = {Pickering, J. and Tyukavina, A. and Lima, A. and Khan, A. and Potapov, P. and Adusei, B. and Hansen, M. C.}, title = {Using multi-resolution satellite data to quantify land dynamics—Applications of planetscope imagery for cropland and tree-cover loss area estimation}, journal = {Remote Sensing}, volume = {13}, number = {11}, DOI = {10.3390/rs13112191}, url = {https://doi.org/10.3390/rs13112191}, year = {2021}, type = {Journal Article} } @article{11702, author = {Picoli, M. C. A. and Rorato, A. and Leitão, P. and Camara, G. and Maciel, A. and Hostert, P. and Sanches, I. D.}, title = {Impacts of public and private sector policies on soybean and pasture expansion in mato Grosso-Brazil from 2001 to 2017}, journal = {Land}, volume = {9}, number = {1}, DOI = {10.3390/land9010020}, url = {https://doi.org/10.3390/land9010020}, year = {2020}, type = {Journal Article} } @article{8825, author = {Pidgeon, A. M. and Flather, C. H. and Radeloff, V. C. and Lepczyk, C. A. and Keuler, N. S. and Wood, E. M. and Stewart, S. I. and Hammer, R. B.}, title = {Systematic temporal patterns in the relationship between housing development and forest bird biodiversity}, journal = {Conservation Biology}, volume = {28}, number = {5}, pages = {1291–1301}, DOI = {10.1111/cobi.12291}, url = {https://doi.org/10.1111/cobi.12291}, year = {2014}, type = {Journal Article} } @article{8985, author = {Pidgeon, A. M. and Radeloff, V. C. and Flather, C. H. and Lepczyk, C. A. and Clayton, M. K. and Hawbaker, T. J. and Hammer, R. B.}, title = {Associations of forest bird species richness with housing and landscape patterns across the USA}, journal = {Ecological Applications}, volume = {17}, number = {7}, pages = {1989–2010}, DOI = {10.1890/06-1489.1}, url = {https://doi.org/10.1890/06-1489.1}, year = {2007}, type = {Journal Article} } @article{8997, author = {Pidgeon, A. M. and Radeloff, V. C. and Mathews, N. E.}, title = {Landscape-scale patterns of black-throated sparrow (Amphispiza bilineata) abundance and nest success}, journal = {Ecological Applications}, volume = {13}, number = {2}, pages = {530–542}, DOI = {10.1890/1051-0761(2003)013[0530:LSPOBT]2.0.CO;2}, url = {https://doi.org/10.1890/1051-0761(2003)013[0530:LSPOBT]2.0.CO;2}, year = {2003}, type = {Journal Article} } @article{8189, author = {Pidgeon, A. M. and Radeloff, V. C. and Mathews, N. E.}, title = {Contrasting measures of fitness to classify habitat quality for the black-throated sparrow (Amphispiza bilineata)}, journal = {Biological Conservation}, volume = {132}, number = {2}, pages = {199–210}, DOI = {10.1016/j.biocon.2006.03.024}, url = {https://doi.org/10.1016/j.biocon.2006.03.024}, year = {2006}, type = {Journal Article} } @article{2237, author = {Pike, A. and Danner, E. and Boughton, D. and Melton, F. and Nemani, R.R. and Rajagopalan, B. and Lindley, S.}, title = {Forecasting river temperatures in real time using a stochastic dynamics approach}, journal = {Water Resources Research}, volume = {49}, number = {9}, pages = {5168–5182}, DOI = {10.1002/wrcr.20389}, url = {https://doi.org/10.1002/wrcr.20389}, year = {2013}, type = {Journal Article} } @article{8507, author = {Pilewskie, P. and Goetz, A. F. H. and Beal, D. A. and Bergstrom, R. W. and Mariani, P.}, title = {Observations of the spectral distribution of solar irradiance at the ground during SUCCESS}, journal = {Geophysical Research Letters}, volume = {25}, number = {8}, pages = {1141–1144}, DOI = {10.1029/98GL00238}, url = {https://doi.org/10.1029/98GL00238}, year = {1998}, type = {Journal Article} } @article{3791, author = {Pilliod, D. S. and Rohde, A. T. and Charnley, S. and Davee, R. R. and Dunham, J. B. and Gosnell, H. and Grant, G. E. and Hausner, M. B. and Huntington, J. L. and Nash, C.}, title = {Survey of beaver-related restoration practices in rangeland streams of the western USA}, journal = {Environmental Management}, volume = {61}, number = {1}, pages = {58–68}, DOI = {10.1007/s00267-017-0957-6}, url = {https://doi.org/10.1007/s00267-017-0957-6}, year = {2018}, type = {Journal Article} } @article{8082, author = {Pincus, R. and Mlawer, E. J. and Oreopoulos, L. and Ackerman, A. S. and Baek, S. and Brath, M. and Buehler, S. A. and Cady-Pereira, K. E. and Cole, J. N. S. and Dufresne, J. L. and Kelley, M. and Li, J. and Manners, J. and Paynter, D. J. and Roehrig, R. and Sekiguchi, M. and Schwarzkopf, D. M.}, title = {Radiative flux and forcing parameterization error in aerosol-free clear skies}, journal = {Geophysical Research Letters}, volume = {42}, number = {13}, pages = {5485–5492}, DOI = {10.1002/2015GL064291}, url = {https://doi.org/10.1002/2015GL064291}, year = {2015}, type = {Journal Article} } @article{3518, author = {Pinheiro, T. F. and Escada, M. I. S. and Valeriano, D. M. and Hostert, P. and Gollnow, F. and Müller, H.}, title = {Forest degradation associated with logging frontier expansion in the Amazon—The BR-163 region in southwestern Pará, Brazil}, journal = {Earth Interactions}, volume = {20}, number = {17}, DOI = {10.1175/EI-D-15-0016.1}, url = {https://doi.org/10.1175/EI-D-15-0016.1}, year = {2016}, type = {Journal Article} } @article{9114, author = {Pinter Jr, P. J. and Hatfield, J. L. and Schepers, J. S. and Barnes, E. M. and Moran, M. S. and Daughtry, C. S. T. and Upchurch, D. R.}, title = {Remote sensing for crop management}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {69}, number = {6}, pages = {647–664}, DOI = {10.14358/PERS.69.6.647}, url = {https://doi.org/10.14358/PERS.69.6.647}, year = {2003}, type = {Journal Article} } @article{3462, author = {Pinto, C. and Ponzoni, F. and Castro, R. and Leigh, L. and Mishra, N. and Aaron, D.B. and Helder, D.L.}, title = {First in-flight radiometric calibration of MUX and WFI on-board CBERS-4}, journal = {Remote Sensing}, volume = {8}, number = {5}, DOI = {10.3390/rs8050405}, url = {https://doi.org/10.3390/rs8050405}, year = {2016}, type = {Journal Article} } @misc{12403, author = {Pinto, C. T. and de Carvalho e Oliveira, P. V. and Aaron, D. and Holt, J. and Russell, B. and Durell, C. and Leigh, L.}, title = {Preliminary evaluation of the mirror-based empirical line method using FLARE system}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12232}, month = {21–26 August 2022}, note = {READY}, abstract = {The Empirical Line Method (ELM) is a widely applied technique of achieving absolute atmospheric correction assuming a linear relationship between the raw Digital Numbers (DNs) or at-sensor radiance and surface reflectance measurements collected in-situ. The ELM measures reference targets of known reflectance in an image. Labsphere has created an automated vicarious calibration system using the SPecular Array Radiometric Calibration (SPARC) mirror technology in the new Field Line-of-sight Automated Radiance Exposure (FLARE) network. In the FLARE system the known reflectance targets are convex mirrors - because of that it is titled Mirror based Empirical Line Method (MELM). In this context, the objective of this work is to present the initial results of the MELM using one the FLARE network system. The FLARE system evaluated in this work is the Alpha Node located at Arlington, SD. Initially, the data collected in 2020 and 2021 with the Alpha FLARE concomitant with the OLI sensor overpass on-board the Landsat-8 satellite were used in the assessment. In summary, the surface reflectance image product available to download for OLI sensor were compared directly with the surface reflectance image resulting from the MELM method. The preliminary results showed the mean absolute error data between the surface reflectance from the OLI Level-2 product image and the surface reflectance from the MELM was lower than 0.01 for the Blue, Green, Red and SWIR-1 bands; lower than 0.03 for the for the NIR and SWIR-2 spectral bands; and around 0.05 for Coastal Aerosol band (all in reflectance units). These results suggest the MELM technique using FLARE has great potential for reflectance surface evaluation of orbital sensors. © 2022 SPIE.}, keywords = {calibration Empirical Line Method Landsat surface reflectance Mirrors Orbits Reflection Empirical line Exposure system Field lines Line methods Line of Sight Lines-of-sight Reflectance images}, DOI = {10.1117/12.2633107}, url = {https://doi.org/10.1117/12.2633107}, year = {2022}, type = {Conference Paper} } @article{11046, author = {Pinto, C.T. and Haque, O.M. and Micijevic, E. and Helder, D.L.}, title = {Landsats 1-5 Multispectral Scanner system sensors radiometric calibration update}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {57}, number = {10}, pages = {7378–7394}, DOI = {10.1109/TGRS.2019.2913106}, url = {https://doi.org/10.1109/TGRS.2019.2913106}, year = {2019}, type = {Journal Article} } @misc{11956, author = {Pinto, C.T. and Leigh, L. and Helder, D.}, title = {SDSU vegetative site analysis from 2013 to 2017 for radiometric calibration of Earth observation sensors}, publisher = {Instituto Nacional de Pesquisas Espaciais}, volume = {Proceedings}, pages = {979–982}, month = {14–17 April 2019}, note = {READY}, DOI = {https://proceedings.science/sbsr-2019/papers/sdsu-vegetative-site-analysis-from-2013-to-2017-for-radiometric-calibration-of-earth-observation-sensors-?lang=en}, url = {https://proceedings.science/sbsr-2019/papers/sdsu-vegetative-site-analysis-from-2013-to-2017-for-radiometric-calibration-of-earth-observation-sensors-?lang=en}, year = {2019}, type = {Conference Paper} } @article{3528, author = {Pinto, C. T. and Ponzoni, F. J. and Castro, R. M. and Leigh, L. and Kaewmanee, M. and Aaron, D.B. and Helder, D.L.}, title = {Evaluation of the uncertainty in the spectral band adjustment factor (SBAF) for cross-calibration using Monte Carlo simulation}, journal = {Remote Sensing Letters}, volume = {7}, number = {9}, pages = {837–846}, DOI = {10.1080/2150704X.2016.1190474}, url = {https://doi.org/10.1080/2150704X.2016.1190474}, year = {2016}, type = {Journal Article} } @article{343, author = {Pinty, B. and Taberner, M. and Haemmerle, V. R. and Paradise, S. R. and Vermote, E.F. and Verstraete, M. M. and Gobron, N. and Widlowski, J. L.}, title = {Corrigendum}, journal = {Journal of Climate}, volume = {24}, number = {17}, pages = {4769–4769}, DOI = {10.1175/JCLI-D-11-00126.1}, url = {https://doi.org/10.1175/JCLI-D-11-00126.1}, year = {2011}, type = {Journal Article} } @article{400, author = {Pinty, B. and Taberner, M. and Haemmerle, V. R. and Paradise, S. R. and Vermote, E.F. and Verstraete, M. M. and Gobron, N. and Widlowski, J. L.}, title = {Global-scale comparison of MISR and MODIS land surface albedos}, journal = {Journal of Climate}, volume = {24}, number = {3}, pages = {732–749}, DOI = {10.1175/2010JCLI3709.1}, url = {https://doi.org/10.1175/2010JCLI3709.1}, year = {2011}, type = {Journal Article} } @article{12081, author = {Pisek, J. and Erb, A. and Korhonen, L. and Biermann, T. and Carrara, A. and Cremonese, E. and Cuntz, M. and Fares, S. and Gerosa, G. and Grünwald, T. and Hase, N. and Heliasz, M. and Ibrom, A. and Knohl, A. and Kobler, J. and Kruijt, B. and Lange, H. and Leppänen, L. and Ramon Lopez Serrano, F. and Loustau, D. and Lukeš, P. and Lundin, L. and Marzuoli, R. and Mölder, M. and Montagnani, L. and Neirynck, J. and Peichl, M. and Rebmann, C. and Rubio, E. and Santos-Reis, M. and Schaaf, C. and Schmidt, M. and Simioni, G. and Soudani, K. and Vincke, C.}, title = {Retrieval and validation of forest background reflectivity from daily Moderate Resolution Imaging Spectroradiometer (MODIS) bidirectional reflectance distribution function (BRDF) data across European forests}, journal = {Biogeosciences}, volume = {18}, number = {2}, pages = {621–635}, DOI = {10.5194/bg-18-621-2021}, url = {https://doi.org/10.5194/bg-18-621-2021}, year = {2021}, type = {Journal Article} } @article{2448, author = {Pittman, K. and Hansen, M. C. and Becker-Reshef, I. and Potapov, P. V. and Justice, C. O.}, title = {Estimating global cropland extent with multi-year MODIS data}, journal = {Remote Sensing}, volume = {2}, number = {7}, pages = {1844–1863}, DOI = {10.3390/rs2071844}, url = {https://doi.org/10.3390/rs2071844}, year = {2010}, type = {Journal Article} } @article{2197, author = {Platonov, A. and Thenkabail, P. S. and Biradar, C. M. and Cai, X. and Gumma, M. and Dheeravath, V. and Cohen, Y. and Alchanatis, V. and Goldshlager, N. and Ben-Dor, E. and Vithanage, J. and Manthrithilake, H. and Kendjabaev, S. and Isaev, S.}, title = {Water productivity mapping (WPM) using Landsat ETM+ data for the irrigated croplands of the Syrdarya river basin in Central Asia}, journal = {Sensors}, volume = {8}, number = {12}, pages = {8156–8180}, DOI = {10.3390/s8128156}, url = {https://doi.org/10.3390/s8128156}, year = {2008}, type = {Journal Article} } @article{9117, author = {Platt, R. V. and Goetz, A. F. H.}, title = {A comparison of AVIRIS and Landsat for land use classification at the urban fringe}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {70}, number = {7}, pages = {813–819}, DOI = {10.14358/PERS.70.7.813}, url = {https://doi.org/10.14358/PERS.70.7.813}, year = {2004}, type = {Journal Article} } @article{12417, author = {Plekhanova, E. and Kim, J. S. and Oehri, J. and Erb, A. and Schaaf, C. and Schaepman-Strub, G.}, title = {Mid-summer snow-free albedo across the Arctic tundra was mostly stable or increased over the past two decades}, journal = {Environmental Research Letters}, volume = {17}, number = {12}, abstract = {Arctic vegetation changes, such as increasing shrub-cover, are expected to accelerate climate warming through increased absorption of incoming radiation and corresponding decrease in summer shortwave albedo. Here we analyze mid-summer shortwave land-surface albedo and its change across the pan-Arctic region based on MODerate resolution Imaging Spectroradiometer satellite observations over the past two decades (2000-2021). In contrast to expectations, we show that terrestrial mid-summer shortwave albedo has not significantly changed in 82% of the pan-Arctic region, while 14% show an increase and 4% a decrease. The total median significant change was 0.014 over the past 22 years. By analyzing the visible and near-/shortwave-infrared range separately, we demonstrate that the slight increase arises from an albedo increase in the near-/shortwave infrared domain while being partly compensated by a decrease in visible albedo. A similar response was found across different tundra vegetation types. We argue that this increase in reflectance is typical with increasing biomass as a result of increased multiple reflection in the canopy. However, CMIP6 global land surface model albedo predictions showed the opposite sign and different spatial patterns of snow-free summer albedo change compared to satellite-derived results. We suggest that a more sophisticated vegetation parametrization might reduce this discrepancy, and provide albedo estimates per vegetation type. © 2022 The Author(s). Published by IOP Publishing Ltd.}, DOI = {10.1088/1748-9326/aca5a1}, url = {https://doi.org/10.1088/1748-9326/aca5a1}, year = {2022}, type = {Journal Article} } @article{295, author = {Plieninger, T. and Schleyer, C. and Mantel, M. and Hostert, P.}, title = {Is there a forest transition outside forests? Trajectories of farm trees and effects on ecosystem services in an agricultural landscape in Eastern Germany}, journal = {Land Use Policy}, volume = {29}, number = {1}, pages = {233–243}, DOI = {10.1016/j.landusepol.2011.06.011}, url = {https://doi.org/10.1016/j.landusepol.2011.06.011}, year = {2012}, type = {Journal Article} } @article{12023, author = {Ploton, P. and Mortier, F. and Réjou-Méchain, M. and Barbier, N. and Picard, N. and Rossi, V. and Dormann, C. and Cornu, G. and Viennois, G. and Bayol, N. and Lyapustin, A. and Gourlet-Fleury, S. and Pélissier, R.}, title = {Spatial validation reveals poor predictive performance of large-scale ecological mapping models}, journal = {Nature Communications}, volume = {11}, number = {1}, DOI = {10.1038/s41467-020-18321-y}, url = {https://doi.org/10.1038/s41467-020-18321-y}, year = {2020}, type = {Journal Article} } @article{3290, author = {Plutzar, C. and Kroisleitner, C. and Haberl, H. and Fetzel, T. and Bulgheroni, C. and Beringer, T. and Hostert, P. and Kastner, T. and Kuemmerle, T. and Lauk, C. and Levers, C. and Lindner, M. and Moser, D. and Müller, D. and Niedertscheider, M. and Paracchini, M. L. and Schaphoff, S. and Verburg, P. H. and Verkerk, P. J. and Erb, K. H.}, title = {Changes in the spatial patterns of human appropriation of net primary production (HANPP) in Europe 1990–2006}, journal = {Regional Environmental Change}, volume = {16}, number = {5}, pages = {1225–1238}, DOI = {10.1007/s10113-015-0820-3}, url = {https://doi.org/10.1007/s10113-015-0820-3}, year = {2016}, type = {Journal Article} } @article{8210, author = {PÔças, I. and Paço, T. A. and Cunha, M. and Andrade, J. A. and Silvestre, J. and Sousa, A. and Santos, F. L. and Pereira, L. S. and Allen, R. G.}, title = {Satellite-based evapotranspiration of a super-intensive olive orchard—Application of METRIC algorithms}, journal = {Biosystems Engineering}, volume = {128}, pages = {69–81}, DOI = {10.1016/j.biosystemseng.2014.06.019}, url = {https://doi.org/10.1016/j.biosystemseng.2014.06.019}, year = {2014}, type = {Journal Article} } @article{169, author = {Pǒçasa, I. and Cunha, M. and Pereira, L. S. and Allen, R. G.}, title = {Using remote sensing energy balance and evapotranspiration to characterize montane landscape vegetation with focus on grass and pasture lands}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {21}, number = {1}, pages = {159–172}, DOI = {10.1016/j.jag.2012.08.017}, url = {https://doi.org/10.1016/j.jag.2012.08.017}, year = {2012}, type = {Journal Article} } @misc{12050, author = {Pogorzala, D. and Fulbright, J. P. and Kline, E. and Efremova, B. and McCorkel, J. and Van Naarden, J.}, title = {Mitigating the GOES-17 ABI thermal anomaly using predictive calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11530}, month = {21–25 September 2020}, note = {READY}, DOI = {10.1117/12.2574160}, url = {https://doi.org/10.1117/12.2574160}, year = {2020}, type = {Conference Paper} } @misc{10001, author = {Pogorzala, D. and Messinger, D. and Salvaggio, C. and Schott, J.R.}, title = {Gas plume species identification by regression analyses}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5425}, pages = {583–591}, month = {12–15 April 2004}, note = {READY}, DOI = {10.1117/12.541641}, url = {https://doi.org/10.1117/12.541641}, year = {2004}, type = {Conference Paper} } @misc{9980, author = {Pogorzala, D. and Messinger, D. and Salvaggio, C. and Schott, J.R.}, title = {Gas plume species identification in airborne LWIR imagery using constrained stepwise regression analyses}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5806}, pages = {194–205}, month = {28 March–1 April 2005}, note = {READY}, DOI = {10.1117/12.603661}, url = {https://doi.org/10.1117/12.603661}, year = {2005}, type = {Conference Paper} } @article{52, author = {Polgar, C. A. and Primack, R. B. and Dukes, J. S. and Schaaf, C.B. and Wang, Z. and Hoeppner, S. S.}, title = {Tree leaf out response to temperature—Comparing field observations, remote sensing, and a warming experiment}, journal = {International Journal of Biometeorology}, volume = {58}, number = {6}, pages = {1251–1257}, DOI = {10.1007/s00484-013-0718-z}, url = {https://doi.org/10.1007/s00484-013-0718-z}, year = {2014}, type = {Journal Article} } @article{12094, author = {Politi, N. and Rivera, L. and Martinuzzi, S. and Radeloff, V. C. and Pidgeon, A. M.}, title = {Conservation prioritization when species distribution data are scarce}, journal = {Landscape and Urban Planning}, volume = {210}, DOI = {10.1016/j.landurbplan.2021.104067}, url = {https://doi.org/10.1016/j.landurbplan.2021.104067}, year = {2021}, type = {Journal Article} } @misc{4588, author = {Polonsky, I. N. and Davis, A. B. and Love, S. P. and Cahalan, R. F. and Várnai, T. and McGill, M. J.}, title = {Off-beam cloud lidar systems, comparison with ARM instruments at the Oklahoma CART site}, publisher = {Optical Society of America}, volume = {OSA Technical Digest}, month = {31 January–3 February 2005}, note = {READY}, DOI = {10.1364/HISE.2005.HTuD6}, url = {https://doi.org/10.1364/HISE.2005.HTuD6}, year = {2005}, type = {Conference Paper} } @article{8578, author = {Ponce Campos, G. E. and Moran, M. S. and Huete, A. and Zhang, Y. and Bresloff, C. and Huxman, T. E. and Eamus, D. and Bosch, D. D. and Buda, A. R. and Gunter, S. A. and Heartsill-Scalley, T. and Kitchen, S. G. and McClaran, M. P. and McNab, W. H. and Montoya, D. S. and Morgan, J. A. and Peters, D. P. C. and Sadler, E. J. and Seyfried, M. S. and Starks, P. J.}, title = {Ecosystem resilience despite large-scale altered hydroclimatic conditions}, journal = {Nature}, volume = {494}, number = {7437}, pages = {349–352}, DOI = {10.1038/nature11836}, url = {https://doi.org/10.1038/nature11836}, year = {2013}, type = {Journal Article} } @article{3500, author = {Pope, A. and Scambos, T. A. and Moussavi, M. and Tedesco, M. and Willis, M. and Shean, D. and Grigsby, S.}, title = {Estimating supraglacial lake depth in West Greenland using Landsat 8 and comparison with other multispectral methods}, journal = {Cryosphere}, volume = {10}, number = {1}, pages = {15–27}, DOI = {10.5194/tc-10-15-2016}, url = {https://doi.org/10.5194/tc-10-15-2016}, year = {2016}, type = {Journal Article} } @article{1161, author = {Popescu, S. C. and Radtke, P. J. and Wynne, R. H.}, title = {Forest measurements with airborne and ground-based laser scanning}, journal = {GeoSpatial Solutions}, volume = {13}, number = {8}, pages = {18–18}, year = {2003}, type = {Journal Article} } @article{10642, author = {Popescu, S. C. and Wynne, R. H.}, title = {Seeing the trees in the forest—Using lidar and multispectral data fusion with local filtering and variable window size for estimating tree height}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {70}, number = {5}, pages = {589–604}, DOI = {10.14358/PERS.70.5.589}, url = {https://doi.org/10.14358/PERS.70.5.589}, year = {2004}, type = {Journal Article} } @article{1125, author = {Popescu, S. C. and Wynne, R. H. and Nelson, R. F.}, title = {Estimating plot-level tree heights with lidar—Local filtering with a canopy-height based variable window size}, journal = {Computers and Electronics in Agriculture}, volume = {37}, number = {1–3}, pages = {71–95}, DOI = {10.1016/S0168-1699(02)00121-7}, url = {https://doi.org/10.1016/S0168-1699(02)00121-7}, year = {2002}, type = {Journal Article} } @article{10626, author = {Popescu, S. C. and Wynne, R. H. and Nelson, R. F.}, title = {Measuring individual tree crown diameter with lidar and assessing its influence on estimating forest volume and biomass}, journal = {Canadian Journal of Remote Sensing}, volume = {29}, number = {5}, pages = {564–577}, DOI = {10.5589/m03-027}, url = {https://doi.org/10.5589/m03-027}, year = {2003}, type = {Journal Article} } @article{1081, author = {Popescu, S. C. and Wynne, R. H. and Scrivani, J. A.}, title = {Fusion of small-footprint lidar and multispectral data to estimate plot-level volume and biomass in deciduous and pine forests in Virginia, USA}, journal = {Forest Science}, volume = {50}, number = {4}, pages = {551–565}, DOI = {10.1093/forestscience/50.4.551}, url = {https://doi.org/10.1093/forestscience/50.4.551}, year = {2004}, type = {Journal Article} } @article{8655, author = {Potapov, P. and Hansen, M. C. and Gerrand, A. M. and Lindquist, E. J. and Pittman, K. and Turubanova, S. and Wilkie, M. L.}, title = {The global Landsat imagery database for the FAO FRA remote sensing survey}, journal = {International Journal of Digital Earth}, volume = {4}, number = {1}, pages = {2–21}, DOI = {10.1080/17538947.2010.492244}, url = {https://doi.org/10.1080/17538947.2010.492244}, year = {2011}, type = {Journal Article} } @article{11896, author = {Potapov, P. and Hansen, M. C. and Kommareddy, I. and Kommareddy, A. and Turubanova, S. and Pickens, A. and Adusei, B. and Tyukavina, A. and Ying, Q.}, title = {Landsat analysis ready data for global land cover and land cover change mapping}, journal = {Remote Sensing}, volume = {12}, number = {3}, DOI = {10.3390/rs12030426}, url = {https://doi.org/10.3390/rs12030426}, year = {2020}, type = {Journal Article} } @article{8875, author = {Potapov, P. and Hansen, M. C. and Laestadius, L. and Turubanova, S. and Yaroshenko, A. and Thies, C. and Smith, W. and Zhuravleva, I. and Komarova, A. and Minnemeyer, S. and Esipova, E.}, title = {The last frontiers of wilderness—Tracking loss of intact forest landscapes from 2000 to 2013}, journal = {Science Advances}, volume = {3}, number = {1}, DOI = {10.1126/sciadv.1600821}, url = {https://doi.org/10.1126/sciadv.1600821}, year = {2017}, type = {Journal Article} } @article{683, author = {Potapov, P. and Hansen, M. C. and Stehman, S. V. and Loveland, T. R. and Pittman, K.}, title = {Combining MODIS and Landsat imagery to estimate and map boreal forest cover loss}, journal = {Remote Sensing of Environment}, volume = {112}, number = {9}, pages = {3708–3719}, DOI = {10.1016/j.rse.2008.05.006}, url = {https://doi.org/10.1016/j.rse.2008.05.006}, year = {2008}, type = {Journal Article} } @article{8869, author = {Potapov, P. and Hansen, M. C. and Stehman, S. V. and Pittman, K. and Turubanova, S.}, title = {Gross forest cover loss in temperate forests—Biome-wide monitoring results using MODIS and Landsat data}, journal = {Journal of Applied Remote Sensing}, volume = {3}, number = {1}, DOI = {10.1117/1.3283904}, url = {https://doi.org/10.1117/1.3283904}, year = {2009}, type = {Journal Article} } @misc{12315, author = {Potapov, P. and Li, X. and Hernandez-Serna, A. and Turubanova, S. and Tyukavina, A. and Hansen, M. C. and Tang, H. and Nguyen, Q. H.}, title = {Tropical forest canopy structure and change assessment using Landsat, GEDI, and airborne lidar data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {666–669}, month = {12–16 July 2021}, note = {READY}, abstract = {Spatiotemporally consistent multidecadal data on forest extent and structure is the key for quantifying carbon storage, GHG emissions, degradation, and recovery of tropical forests. Consistently processed long-term Landsat data record is the only tool that enables such capacity. Here, we prototyped regional-level 2000-2019 forest structure monitoring and pantropical forest structure mapping for the year 2019 through the integration of the Landsat analysis-ready data with airborne lidar and Global Ecosystem Dynamics Investigation (GEDI) data. The presented approach can support the data needs of many global, regional, and national climate change mitigation and sustainable development initiatives. © 2021 IEEE}, keywords = {canopy cover forest height forest monitoring GEDI Landsat lidar time-series Climate change Digital storage Forestry Greenhouse gases Mapping Remote sensing Tropics Ecosystem dynamics Forest canopy structure Forest structure Global ecosystem dynamic investigation Times series Tropical forest Optical radar}, ISBN = {in}, DOI = {10.1109/IGARSS47720.2021.9554814}, url = {https://doi.org/10.1109/IGARSS47720.2021.9554814}, year = {2021}, type = {Conference Paper} } @article{8739, author = {Potapov, P. and Siddiqui, B. N. and Iqbal, Z. and Aziz, T. and Zzaman, B. and Islam, A. and Pickens, A. and Talero, Y. and Tyukavina, A. and Turubanova, S. and Hansen, M. C.}, title = {Comprehensive monitoring of Bangladesh tree cover inside and outside of forests, 2000-2014}, journal = {Environmental Research Letters}, volume = {12}, number = {10}, DOI = {10.1088/1748-9326/aa84bb}, url = {https://doi.org/10.1088/1748-9326/aa84bb}, year = {2017}, type = {Journal Article} } @article{8352, author = {Potapov, P. and Turubanova, S. and Hansen, M. C.}, title = {Regional-scale boreal forest cover and change mapping using Landsat data composites for European Russia}, journal = {Remote Sensing of Environment}, volume = {115}, number = {2}, pages = {548–561}, DOI = {10.1016/j.rse.2010.10.001}, url = {https://doi.org/10.1016/j.rse.2010.10.001}, year = {2011}, type = {Journal Article} } @article{12262, author = {Potapov, P. and Turubanova, S. and Hansen, M. C. and Tyukavina, A. and Zalles, V. and Khan, A. and Song, X. P. and Pickens, A. and Shen, Q. and Cortez, J.}, title = {Global maps of cropland extent and change show accelerated cropland expansion in the twenty-first century}, journal = {Nature Food}, volume = {3}, number = {1}, pages = {19–28}, abstract = {Spatiotemporally consistent data on global cropland extent is essential for tracking progress towards sustainable food production. In the present study, we present an analysis of global cropland area change for the first two decades of the twenty-first century derived from satellite data time-series. We estimate that, in 2019, the cropland area was 1,244 Mha with a corresponding total annual net primary production (NPP) of 5.5 Pg C year−1. From 2003 to 2019, cropland area increased by 9% and cropland NPP by 25%, primarily due to agricultural expansion in Africa and South America. Global cropland expansion accelerated over the past two decades, with a near doubling of the annual expansion rate, most notably in Africa. Half of the new cropland area (49%) replaced natural vegetation and tree cover, indicating a conflict with the sustainability goal of protecting terrestrial ecosystems. From 2003 to 2019, global per-capita cropland area decreased by 10% due to population growth. However, the per-capita annual cropland NPP increased by 3.5% as a result of intensified agricultural land use. The presented global, high-resolution, cropland map time-series supports monitoring of natural land appropriation at the local, national and international levels. © 2021, The Author(s).}, DOI = {10.1038/s43016-021-00429-z}, url = {https://doi.org/10.1038/s43016-021-00429-z}, year = {2022}, type = {Journal Article} } @article{11064, author = {Potapov, P. and Tyukavina, A. and Turubanova, S. and Talero, Y. and Hernandez-Serna, A. and Hansen, M. C. and Saah, D. and Tenneson, K. and Poortinga, A. and Aekakkararungroj, A. and Chishtie, F. and Towashiraporn, P. and Bhandari, B. and Aung, K. S. and Nguyen, Q. H.}, title = {Annual continuous fields of woody vegetation structure in the Lower Mekong region from 2000‐2017 Landsat time-series}, journal = {Remote Sensing of Environment}, volume = {232}, DOI = {10.1016/j.rse.2019.111278}, url = {https://doi.org/10.1016/j.rse.2019.111278}, year = {2019}, type = {Journal Article} } @article{8723, author = {Potapov, P. V. and Dempewolf, J. and Talero, Y. and Hansen, M. C. and Stehman, S. V. and Vargas, C. and Rojas, E. J. and Castillo, D. and Mendoza, E. and Calderón, A. and Giudice, R. and Malaga, N. and Zutta, B. R.}, title = {National satellite-based humid tropical forest change assessment in Peru in support of REDD+ implementation}, journal = {Environmental Research Letters}, volume = {9}, number = {12}, DOI = {10.1088/1748-9326/9/12/124012}, url = {https://doi.org/10.1088/1748-9326/9/12/124012}, year = {2014}, type = {Journal Article} } @inbook{5913, author = {Potapov, P. V. and Hansen, M. C. and Stehman, S. V.}, title = {High-latitude forest cover loss in Northern Eurasia, 2000-2005}, booktitle = {Eurasian arctic land cover and land use in a changing climate}, editor = {Gutman, G. and Reissell, A.}, connective phrase = {High-latitude forest cover loss in Northern Eurasia, 2000-2005}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, chapter = {chap. 3}, pages = {37–51}, DOI = {10.1007/978-90-481-9118-5_3}, url = {https://doi.org/10.1007/978-90-481-9118-5_3}, year = {2011}, type = {Book Section} } @article{2436, author = {Potapov, P. V. and Turubanova, S. A. and Hansen, M. C. and Adusei, B. and Broich, M. and Altstatt, A. and Mane, L. and Justice, C. O.}, title = {Quantifying forest cover loss in Democratic Republic of the Congo, 2000-2010, with Landsat ETM+ data}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {106–116}, DOI = {10.1016/j.rse.2011.08.027}, url = {https://doi.org/10.1016/j.rse.2011.08.027}, year = {2012}, type = {Journal Article} } @article{8376, author = {Potapov, P. V. and Turubanova, S. A. and Tyukavina, A. and Krylov, A. M. and McCarty, J. L. and Radeloff, V. C. and Hansen, M. C.}, title = {Eastern Europe's forest cover dynamics from 1985 to 2012 quantified from the full Landsat archive}, journal = {Remote Sensing of Environment}, volume = {159}, pages = {28–43}, DOI = {10.1016/j.rse.2014.11.027}, url = {https://doi.org/10.1016/j.rse.2014.11.027}, year = {2015}, type = {Journal Article} } @article{795, author = {Potere, D. and Woodcock, C. E. and Schneider, A. and Ozdogan, M. and Baccini, A.}, title = {Patterns in forest clearing along the Appalachian Trail Corridor}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {73}, number = {7}, pages = {783–791}, DOI = {10.14358/PERS.73.7.783}, url = {https://doi.org/10.14358/PERS.73.7.783}, year = {2007}, type = {Journal Article} } @article{2302, author = {Potter, C. and Klooster, S. and Nemani, R.R. and Genovese, V. and Hiatt, S. and Fladeland, M. and Gross, P.}, title = {Estimating carbon budgets for U.S. ecosystems}, journal = {Eos}, volume = {87}, number = {8}, pages = {85–87}, DOI = {10.1029/2006EO080001}, url = {https://doi.org/10.1029/2006EO080001}, year = {2006}, type = {Journal Article} } @article{2329, author = {Potter, C. and Klooster, S. and Steinbach, M. and Tan, P. and Kumar, V. and Shekhar, S. and Nemani, R.R. and Myneni, R.}, title = {Global teleconnections of climate to terrestrial carbon flux}, journal = {Journal of Geophysical Research Atmospheres}, volume = {108}, number = {17}, pages = {ACL 12–1 – ACL 12–12}, DOI = {10.1029/2002JD002979}, url = {https://doi.org/10.1029/2002JD002979}, year = {2003}, type = {Journal Article} } @article{2297, author = {Potter, C. and Kumar, V. and Klooster, S. and Nemani, R.R.}, title = {Recent history of trends in vegetation greenness and large-scale ecosystem disturbances in Eurasia}, journal = {Tellus, Series B—Chemical and Physical Meteorology}, volume = {59}, number = {2}, pages = {260–272}, DOI = {10.1111/j.1600-0889.2006.00245.x}, url = {https://doi.org/10.1111/j.1600-0889.2006.00245.x}, year = {2007}, type = {Journal Article} } @article{970, author = {Potter, C. and Tan, P. N. and Kumar, V. and Kucharik, C. and Klooster, S. and Genovese, V. and Cohen, W.B. and Healey, S.P.}, title = {Recent history of large-scale ecosystem disturbances in North America derived from the AVHRR satellite record}, journal = {Ecosystems}, volume = {8}, number = {7}, pages = {808–824}, DOI = {10.1007/s10021-005-0041-6}, url = {https://doi.org/10.1007/s10021-005-0041-6}, year = {2005}, type = {Journal Article} } @article{8914, author = {Pounder, N. L. and Hogan, R. J. and Várnai, T. V. and Battaglia, A. and Cahalan, R. F.}, title = {A variational method to retrieve the extinction profile in liquid clouds using multiple-field-of-view lidar}, journal = {Journal of Applied Meteorology and Climatology}, volume = {51}, number = {2}, pages = {350–365}, DOI = {10.1175/JAMC-D-10-05007.1}, url = {https://doi.org/10.1175/JAMC-D-10-05007.1}, year = {2012}, type = {Journal Article} } @article{487, author = {Powell, S. L. and Cohen, W. B. and Healey, S. P. and Kennedy, R. E. and Moisen, G. G. and Pierce, K. B. and Ohmann, J. L.}, title = {Quantification of live aboveground forest biomass dynamics with Landsat time-series and field inventory data—A comparison of empirical modeling approaches}, journal = {Remote Sensing of Environment}, volume = {114}, number = {5}, pages = {1053–1068}, DOI = {10.1016/j.rse.2009.12.018}, url = {https://doi.org/10.1016/j.rse.2009.12.018}, year = {2010}, type = {Journal Article} } @misc{5322, author = {Powell, S. L. and Cohen, W. B. and Kennedy, R. E.}, title = {Assessing multi-decadal changes in aboveground biomass with satellite time-series and field inventory data}, volume = {Proceedings}, pages = {101–103}, month = {28–30 July 2009}, note = {READY}, year = {2009}, type = {Conference Paper} } @article{3029, author = {Powell, S. L. and Cohen, W. B. and Kennedy, R. E. and Healey, S. P. and Huang, C.}, title = {Observation of trends in biomass loss as a result of disturbance in the conterminous U.S.—1986-2004}, journal = {Ecosystems}, volume = {17}, number = {1}, pages = {142–157}, DOI = {10.1007/s10021-013-9713-9}, url = {https://doi.org/10.1007/s10021-013-9713-9}, year = {2014}, type = {Journal Article} } @article{724, author = {Powell, S. L. and Cohen, W. B. and Yang, Z. and Pierce, J. D. and Alberti, M.}, title = {Quantification of impervious surface in the Snohomish Water Resources Inventory Area of Western Washington from 1972-2006}, journal = {Remote Sensing of Environment}, volume = {112}, number = {4}, pages = {1895–1908}, DOI = {10.1016/j.rse.2007.09.010}, url = {https://doi.org/10.1016/j.rse.2007.09.010}, year = {2008}, type = {Journal Article} } @article{749, author = {Powell, S. L. and Pflugmacher, D. and Kirschbaum, A. A. and Kim, Y. and Cohen, W. B.}, title = {Moderate resolution remote sensing alternatives—A review of Landsat-like sensors and their applications}, journal = {Journal of Applied Remote Sensing}, volume = {1}, number = {1}, DOI = {10.1117/1.2819342}, url = {https://doi.org/10.1117/1.2819342}, year = {2007}, type = {Journal Article} } @article{119, author = {Powers, R. P. and Coops, N. C. and Morgan, J. L. and Wulder, M. A. and Nelson, T. A. and Drever, C. R. and Cumming, S. G.}, title = {A remote sensing approach to biodiversity assessment and regionalization of the Canadian boreal forest}, journal = {Progress in Physical Geography}, volume = {37}, number = {1}, pages = {36–62}, DOI = {10.1177/0309133312457405}, url = {https://doi.org/10.1177/0309133312457405}, year = {2013}, type = {Journal Article} } @article{3514, author = {Powers, R. P. and Coops, N. C. and Nelson, T. and Wulder, M. A.}, title = {Evaluating nature reserve design efficacy in the Canadian boreal forest using time series AVHRR data}, journal = {Canadian Journal of Remote Sensing}, volume = {42}, number = {3}, pages = {171–189}, DOI = {10.1080/07038992.2016.1171065}, url = {https://doi.org/10.1080/07038992.2016.1171065}, year = {2016}, type = {Journal Article} } @article{37, author = {Powers, R. P. and Coops, N. C. and Nelson, T. and Wulder, M. A. and Ronnie Drever, C.}, title = {Integrating accessibility and intactness into large-area conservation planning in the Canadian boreal forest}, journal = {Biological Conservation}, volume = {167}, pages = {371–379}, DOI = {10.1016/j.biocon.2013.08.032}, url = {https://doi.org/10.1016/j.biocon.2013.08.032}, year = {2013}, type = {Journal Article} } @article{3796, author = {Powers, R. P. and Coops, N. C. and Tulloch, V. J. and Gergel, S. E. and Nelson, T. A. and Wulder, M. A.}, title = {A conservation assessment of Canada's boreal forest incorporating alternate climate change scenarios}, journal = {Remote Sensing in Ecology and Conservation}, volume = {3}, number = {4}, pages = {202–216}, DOI = {10.1002/rse2.34}, url = {https://doi.org/10.1002/rse2.34}, year = {2017}, type = {Journal Article} } @article{10519, author = {Prajamwong, S. and Merkley, G. P. and Allen, R. G.}, title = {Decision support model for irrigation water management}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {123}, number = {2}, pages = {106–113}, DOI = {10.1061/(ASCE)0733-9437(1997)123:2(106)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(1997)123:2(106)}, year = {1997}, type = {Journal Article} } @misc{7660, author = {Pratt, P. D. and Carder, K. L. and Costello, D. K. and Lee, Z.}, title = {Algorithms for path radiance and attenuation to provide color corrections for underwater imagery, characterize optical properties, and determine bottom albedo}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 2963}, pages = {753–759}, month = {22–25 October 1996}, note = {READY}, DOI = {10.1117/12.266396}, url = {https://doi.org/10.1117/12.266396}, year = {1997}, type = {Conference Paper} } @article{8767, author = {Price, John C.}, title = {Spectral band selection for visible-near infrared remote sensing—Spectral-spatial resolution tradeoffs}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {35}, number = {5}, pages = {1277–1285}, DOI = {10.1109/36.628794}, url = {https://doi.org/10.1109/36.628794}, year = {1997}, type = {Journal Article} } @article{8470, author = {Price, J. C.}, title = {An approach for analysis of reflectance spectra}, journal = {Remote Sensing of Environment}, volume = {64}, number = {3}, pages = {316–330}, DOI = {10.1016/S0034-4257(98)00008-X}, url = {https://doi.org/10.1016/S0034-4257(98)00008-X}, year = {1998}, type = {Journal Article} } @article{8926, author = {Price, J.C.}, title = {What this prairie will awaken}, journal = {Organization & Environment}, volume = {11}, number = {3}, pages = {356–362}, DOI = {10.1177/0921810698113007}, url = {https://doi.org/10.1177/0921810698113007}, year = {1998}, type = {Journal Article} } @article{8774, author = {Price, J. C.}, title = {Combining multispectral data of differing spatial resolution}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {37}, number = {3}, pages = {1199–1203}, DOI = {10.1109/36.763272}, url = {https://doi.org/10.1109/36.763272}, year = {1999}, type = {Journal Article} } @article{8463, author = {Price, J. C.}, title = {Comparing MODIS and ETM+ data for regional and global land classification}, journal = {Remote Sensing of Environment}, volume = {86}, number = {4}, pages = {491–499}, DOI = {10.1016/S0034-4257(03)00127-5}, url = {https://doi.org/10.1016/S0034-4257(03)00127-5}, year = {2003}, type = {Journal Article} } @article{8685, author = {Price, J. C. and Steven, M. and Andrteu, B. and Jaggard, K.}, title = {Visible near-infrared radiation parameters for sugar-beets}, journal = {International Journal of Remote Sensing}, volume = {17}, number = {17}, pages = {3411–3418}, DOI = {10.1080/01431169608949159}, url = {https://doi.org/10.1080/01431169608949159}, year = {1996}, type = {Journal Article} } @article{10609, author = {Price, S. F. and Bindschadler, R. A. and Hulbe, C. L. and Blankenship, D. 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N. and Goetz, S. and Czajkowski, K.}, title = {Interannual Atmosphere-Biosphere Variation—Implications for observation and modeling}, journal = {Journal of Geophysical Research Atmospheres}, volume = {105}, number = {D15}, pages = {20055–20063}, DOI = {10.1029/2000JD900177}, url = {https://doi.org/10.1029/2000JD900177}, year = {2000}, type = {Journal Article} } @inbook{6965, author = {Prishchepov, A. V. and Müller, D. and Baumann, M. and Kuemmerle, T. and Alcantara, C. and Radeloff, V. C.}, title = {Underlying drivers and spatial determinants of post-Soviet agricultural land abandonment in temperate Eastern Europe}, booktitle = {Land-cover and land-use changes in Eastern Europe after the collapse of the Soviet Union in 1991}, editor = {Gutman, G. and Radeloff, V.C.}, connective phrase = {Underlying drivers and spatial determinants of post-Soviet agricultural land abandonment in temperate Eastern Europe}, publisher = {Springer}, place published = {Cham, Switzerland}, pages = {91–117}, DOI = {10.1007/978-3-319-42638-9_5}, url = {https://doi.org/10.1007/978-3-319-42638-9_5}, year = {2016}, type = {Book Section} } @misc{6168, author = {Prishchepov, A. V. and Müller, D. and Butsic, V. and Radeloff, V. C.}, title = {Sensitivity of spatially explicit land-use logistic regression models to the errors land-use change maps}, publisher = {International Environmental Modelling and Software Society}, volume = {Proceedings}, pages = {2008–2015}, month = {1–5 July 2012}, note = {READY}, DOI = {http://former.iemss.org/sites/iemss2012//proceedings/F1_0582_Prishchepov_et_al.pdf}, url = {http://former.iemss.org/sites/iemss2012//proceedings/F1_0582_Prishchepov_et_al.pdf}, year = {2012}, type = {Conference Paper} } @article{8718, author = {Prishchepov, A. V. and Radeloff, V. C. and Baumann, M. and Kuemmerle, T. and Müller, D.}, title = {Effects of institutional changes on land use—Agricultural land abandonment during the transition from state-command to market-driven economies in post-Soviet Eastern Europe}, journal = {Environmental Research Letters}, volume = {7}, number = {2}, DOI = {10.1088/1748-9326/7/2/024021}, url = {https://doi.org/10.1088/1748-9326/7/2/024021}, year = {2012}, type = {Journal Article} } @article{8365, author = {Prishchepov, A. V. and Radeloff, V. C. and Dubinin, M. and Alcantara, C.}, title = {The effect of Landsat ETM/ETM+ image acquisition dates on the detection of agricultural land abandonment in Eastern Europe}, journal = {Remote Sensing of Environment}, volume = {126}, pages = {195–209}, DOI = {10.1016/j.rse.2012.08.017}, url = {https://doi.org/10.1016/j.rse.2012.08.017}, year = {2012}, type = {Journal Article} } @article{8311, author = {Prishchepov, V. A. and Müller, D. and Dubinin, M. and Baumann, M. and Radeloff, V. C.}, title = {Determinants of agricultural land abandonment in post-Soviet European Russia}, journal = {Land Use Policy}, volume = {30}, number = {1}, pages = {873–884}, DOI = {10.1016/j.landusepol.2012.06.011}, url = {https://doi.org/10.1016/j.landusepol.2012.06.011}, year = {2013}, type = {Journal Article} } @article{8440, author = {Privette, J. L. and Asner, G. P. and Conel, J. and Huemmrich, K. F. and Olson, R. and Rango, A. and Rahman, A. F. and Thome, K.J. and Walter-Shea, E. A.}, title = {The EOS Prototype Validation Exercise (PROVE) at Jornada—Overview and lessons learned}, journal = {Remote Sensing of Environment}, volume = {74}, number = {1}, pages = {1–12}, DOI = {10.1016/S0034-4257(00)00117-6}, url = {https://doi.org/10.1016/S0034-4257(00)00117-6}, year = {2000}, type = {Journal Article} } @misc{2527, author = {Privette, Jeffrey L. and Morisette, Jeffrey T. and Justice, C.O. and Starr, David}, title = {EOS global land validation network}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2587–2589}, month = {28 June–2 July 1999}, note = {READY}, DOI = {10.1109/IGARSS.1999.771585}, url = {https://doi.org/10.1109/IGARSS.1999.771585}, year = {1999}, type = {Conference Paper} } @misc{10009, author = {Privette, J. L. and Mukelabai, M. and Zhang, H. and Schaaf, C. B.}, title = {Characterization of MODIS land albedo (MOD43) accuracy with atmospheric conditions in Africa}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4594–4597}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1370178}, url = {https://doi.org/10.1109/IGARSS.2004.1370178}, year = {2004}, type = {Conference Paper} } @article{976, author = {Privette, J. L. and Roy, D. P.}, title = {Southern Africa as a remote sensing test bed—The SAFARI 2000 special issue overview}, journal = {International Journal of Remote Sensing}, volume = {26}, number = {19}, pages = {4141–4158}, DOI = {10.1080/01431160500113401}, url = {https://doi.org/10.1080/01431160500113401}, year = {2005}, type = {Journal Article} } @article{3110, author = {Proud, S. R. and Zhang, Q. and Schaaf, C.B.B. and Fensholt, R. and Rasmussen, M. 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I.}, title = {Spatial and temporal variation of water, energy and carbon fluxes from tower and aircraft measurements}, publisher = {American Meteorological Society}, volume = {Session 9}, pages = {263–267}, month = {23–26 August 2004}, note = {READY}, DOI = {https://ams.confex.com/ams/AFAPURBBIO/techprogram/session_16781.htm}, url = {https://ams.confex.com/ams/AFAPURBBIO/techprogram/session_16781.htm}, year = {2004}, type = {Conference Paper} } @article{10801, author = {Prueger, J. H. and Parry, C. K. and Kustas, W. P. and Alfieri, J. G. and Alsina, M. M. and Nieto, H. and Wilson, T. G. and Hipps, L. E. and Anderson, M. C. and Hatfield, J. L. and Gao, F. and McKee, L. G. and McElrone, A. and Agam, N. and Los, S. 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X.}, title = {Spatial and temporal dynamics of vegetation in the San Pedro River basin area}, journal = {Agricultural and Forest Meteorology}, volume = {105}, number = {1–3}, pages = {55–68}, DOI = {10.1016/S0168-1923(00)00195-7}, url = {https://doi.org/10.1016/S0168-1923(00)00195-7}, year = {2000}, type = {Journal Article} } @misc{7504, author = {Qi, J. and Moran, M. S.}, title = {Integrated approach to estimating LAI using multitemporal and multidirectional remote sensing measurements}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1420–1422}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516684}, url = {https://doi.org/10.1109/IGARSS.1996.516684}, year = {1996}, type = {Conference Paper} } @misc{4087, author = {Qi, J. and Wang, C. and Matricardi, E. and Skole, D.L.}, title = {Improved selective logging detection with Landsat images in tropical regions}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2078–2080}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1026450}, url = {https://doi.org/10.1109/IGARSS.2002.1026450}, year = {2002}, type = {Conference Paper} } @article{11111, author = {Qian, Y. and Yang, Z. and Di, L. and Rahman, M. S. and Tan, Z. and Xue, L. and Gao, F. and Yu, E. G. and Zhang, X.}, title = {Crop growth condition assessment at county scale based on heat-aligned growth stages}, journal = {Remote Sensing}, volume = {11}, number = {20}, DOI = {10.3390/rs11202439}, url = {https://doi.org/10.3390/rs11202439}, year = {2019}, type = {Journal Article} } @misc{5693, author = {Qiao, C. and Luo, J. and Sheng, Y. and Shen, Z. and Li, J.}, title = {Lake shrinkage analysis using spectral-spatial coupled remote sensing on Tibetan Plateau}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {926–929}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5653706}, url = {https://doi.org/10.1109/IGARSS.2010.5653706}, year = {2010}, type = {Conference Paper} } @article{194, author = {Qiao, C. and Luo, J. and Sheng, Y. and Shen, Z. and Zhu, Z. and Ming, D.}, title = {An adaptive water extraction method from remote sensing image based on NDWI}, journal = {Journal of the Indian Society of Remote Sensing}, volume = {40}, number = {3}, pages = {421–433}, DOI = {10.1007/s12524-011-0162-7}, url = {https://doi.org/10.1007/s12524-011-0162-7}, year = {2012}, type = {Journal Article} } @article{8260, author = {Qin, Y. and Xiao, X. and Dong, J. and Zhou, Y. and Zhu, Zhe and Zhang, G. and Du, G. and Jin, C. and Kou, W. and Wang, J. and Li, X.}, title = {Mapping paddy rice planting area in cold temperate climate region through analysis of time series Landsat 8 (OLI), Landsat 7 (ETM+) and MODIS imagery}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {105}, pages = {220–233}, DOI = {10.1016/j.isprsjprs.2015.04.008}, url = {https://doi.org/10.1016/j.isprsjprs.2015.04.008}, year = {2015}, type = {Journal Article} } @article{9034, author = {Qin, Y. and Xiao, X. and Wang, J. and Dong, J. and Ewing, K. and Hoagland, B. and Hough, D. J. and Fagin, T. D. and Zou, Z. and Geissler, G. L. and Xian, G. Z. and Loveland, T. R.}, title = {Mapping annual forest cover in sub-humid and semi-arid regions through analysis of Landsat and PALSAR imagery}, journal = {Remote Sensing}, volume = {8}, number = {11}, DOI = {10.3390/rs8110933}, url = {https://doi.org/10.3390/rs8110933}, year = {2016}, type = {Journal Article} } @article{8400, author = {Qiu, S. and He, B. and Zhu, Zhe and Liao, Z. and Quan, X.}, title = {Improving Fmask cloud and cloud shadow detection in mountainous area for Landsats 4–8 images}, journal = {Remote Sensing of Environment}, volume = {199}, pages = {107–119}, DOI = {10.1016/j.rse.2017.07.002}, url = {https://doi.org/10.1016/j.rse.2017.07.002}, year = {2017}, type = {Journal Article} } @article{10856, author = {Qiu, S. and Lin, Y. and Shang, R. and Zhang, J. and Ma, L. and Zhu, Zhe}, title = {Making Landsat time series consistent—Evaluating and improving Landsat analysis ready data}, journal = {Remote Sensing}, volume = {11}, number = {1}, DOI = {10.3390/rs11010051}, url = {https://doi.org/10.3390/rs11010051}, year = {2019}, type = {Journal Article} } @article{11091, author = {Qiu, S. and Zhu, Zhe and He, B.}, title = {Fmask 4.0—Improved cloud and cloud shadow detection in Landsats 4–8 and Sentinel-2 imagery}, journal = {Remote Sensing of Environment}, volume = {231}, DOI = {10.1016/j.rse.2019.05.024}, url = {https://doi.org/10.1016/j.rse.2019.05.024}, year = {2019}, type = {Journal Article} } @article{12416, author = {Qiu, S. and Zhu, Zhe and Olofsson, P. and Woodcock, C. E. and Jin, S.}, title = {Evaluation of Landsat image compositing algorithms}, journal = {Remote Sensing of Environment}, volume = {285}, abstract = {We proposed a new image compositing algorithm (MAX-RNB) based on the maximum ratio of Near Infrared (NIR) to Blue band (RNB), and evaluated it together with nine other compositing algorithms: MAX-NDVI (maximum Normalized Difference Vegetation Index), MED-NIR (median NIR band), WELD (conterminous United States Web-Enabled Landsat Data), BAP (Best Available Pixel), PAC (Phenology Adaptive Composite), WPS (Weighted Parametric Scoring), MEDOID (medoid measurement), COSSIM (cosine similarity), and NLCD (National Land Cover Database). Each algorithm was applied to time series of Landsat observations collected within two separate years at six locations around the world, to produce monthly (July 1 ± 15 days), seasonal (July 1 ± 45 days), and annual (July 1 ± 180 days) composite images free of cloud, cloud shadow, and snow/ice. By comparing the composite images to reference Landsat images acquired in the growing season (closest to July 1 within ±15 days) for each year, we evaluated the performance of the algorithms in preserving the spectral and spatial fidelity (hereafter referred to as spectral and spatial evaluation, respectively), as well as land cover classification and land change detection (hereafter referred to as application evaluation). The results demonstrated that no single algorithm outperformed all other algorithms in all the evaluations, but that performance depended on compositing intervals and cloud cover. For monthly composites, the MAX-RNB algorithm generally produced the best results in the spectral and application evaluations. For seasonal composites, the NLCD algorithm produced the best results in the spectral and application evaluations. For annual composites, the PAC algorithm produced the best results in the spectral evaluation and change detection, whereas BAP produced the best results in land cover classification. The BAP algorithm also produced the best results in the spatial evaluation for all the compositing periods. 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L.}, title = {Mapping deforestation and secondary growth in Rondonia, Brazil, using imaging radar and thematic mapper data}, journal = {Remote Sensing of Environment}, volume = {59}, number = {2}, pages = {167–179}, DOI = {10.1016/S0034-4257(96)00150-2}, url = {https://doi.org/10.1016/S0034-4257(96)00150-2}, year = {1997}, type = {Journal Article} } @article{9052, author = {Riihelä, A. and Manninen, T. and Key, J. and Sun, Q. and Sütterlin, M. and Lattanzio, A. and Schaaf, C.B.}, title = {A multisensor approach to global retrievals of land surface albedo}, journal = {Remote Sensing}, volume = {10}, number = {6}, DOI = {10.3390/rs10060848}, url = {https://doi.org/10.3390/rs10060848}, year = {2018}, type = {Journal Article} } @article{12137, author = {Riihimaki, L. D. and Flynn, C. and McComiskey, A. and Lubin, D. and Blanchard, Y. and Chiu, J. C. and Feingold, G. and Feldman, D. R. and Gristey, J. J. and Herrera, C. and Hodges, G. and Kassianov, E. and LeBlanc, S. E. and Marshak, A. and Michalsky, J. J. and Pilewskie, P. and Schmidt, S. and Scott, R. C. and Shea, Y. and Thome, K. and Wagener, R. and Wielicki, B.}, title = {The shortwave spectral radiometer for atmospheric science capabilities and applications from the arm user facility}, journal = {Bulletin of the American Meteorological Society}, volume = {102}, number = {3}, pages = {E539–E554}, DOI = {10.1175/BAMS-D-19-0227.1}, url = {https://doi.org/10.1175/BAMS-D-19-0227.1}, year = {2021}, type = {Journal Article} } @misc{12317, author = {Rio, M. H. and Lorenzoni, L. and Murakami, H. and Falcini, F. and Colella, S. and Volpe, G. and Brando, V. and Braga, F. and Concha, J. and Scarpa, G. M. and Tzortziou, M. and Grunert, B. and Pahlevan, N. and Mehrabian, A.}, title = {Trilateral water quality monitoring from space during Covid-19}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1563–1566}, month = {12–16 July 2021}, note = {READY}, abstract = {In order to control the spread of the pandemic of Corona-Virus Disease 2019 (COVID-19), lockdowns of various durations and intensities have been established in many countries over the world all through the year 2020. The trilateral dashboard jointly implemented by NASA, JAXA and ESA aims at exploiting remote-sensing data to evaluate the impact of these restrictions, and subsequent recovery phases on many different environmental, agriculture and economic indicators. More specifically, this paper presents the indicators implemented to monitor the impact of COVID-19 restrictions on Water Quality, together with preliminary analysis results over a few Areas of Interest. © 2021 IEEE.}, keywords = {COVID-19 Earth observing dashboard water quality Disease control Earth (planet) NASA Quality control Remote sensing Space optics Viruses Corona-virus disease 2019 Earth observing Economic indicators Environmental indicators Preliminary analysis Recovery phase Remote sensing data Virus disease Water quality monitoring}, ISBN = {in}, DOI = {10.1109/IGARSS47720.2021.9554949}, url = {https://doi.org/10.1109/IGARSS47720.2021.9554949}, year = {2021}, type = {Conference Paper} } @article{12379, author = {Riofrío, J. and White, J. C. and Tompalski, P. and Coops, N. C. and Wulder, M. A.}, title = {Harmonizing multi-temporal airborne laser scanning point clouds to derive periodic annual height increments in temperate mixedwood forests}, journal = {Canadian Journal of Forest Research}, volume = {52}, number = {10}, pages = {1334–1352}, abstract = {When combining multi-temporal airborne laser scanning (ALS) data sets, forest height growth assessments can be compro-mised due to variations in ALS acquisitions. Herein, we demonstrate the importance of assessing and harmonizing the vertical alignment of multi-temporal ALS data sets used for height growth calculations. Using four ALS acquisitions (2005–2018) in a temperate mixedwood forest, we developed an ALS data harmonization approach and quantified the impact of the harmonization on derived height periodic annual increment (PAI), comparing the ALS-derived PAI to PAI derived from non-harmonized ALS data sets and field measurements. We found significant differences in PAI derived from harmonized and non-harmonized data, and these differences were greater for shorter growth intervals. Data harmonization resulted in a consistent PAI series that reduced uncertainties associated with the different ALS acquisitions. Although overall there was a strong relationship between field and ALS height measures (R2 ≥ 0.88), we found a weak relationship between the field-and ALS-derived PAI (R2 = 0.12). We identified systematic errors in field-based tree height measures in plots with complex crowns, tall trees, and restricted visibility. We demonstrate the need for harmonizing multi-temporal ALS data sets for the generation of PAI and, likewise, highlight the need of carefully scrutinize field-measured heights and associated increments. © 2022 Authors Riofrío and Coops, and The Crown.}, DOI = {10.1139/cjfr-2022-0055}, url = {https://doi.org/10.1139/cjfr-2022-0055}, year = {2022}, type = {Journal Article} } @article{10722, author = {Rissman, A. R. and Burke, K. D. and Kramer, H. A. C. and Radeloff, V. C. and Schilke, P. R. and Selles, O. A. and Toczydlowski, R. H. and Wardropper, C. B. and Barrow, L. A. and Chandler, J. L. and Geleynse, K. and L'Roe, A. W. and Laushman, K. M. and Schomaker, A. L.}, title = {Forest management for novelty, persistence, and restoration influenced by policy and society}, journal = {Frontiers in Ecology and the Environment}, volume = {16}, number = {8}, pages = {454–462}, DOI = {10.1002/fee.1818}, url = {https://doi.org/10.1002/fee.1818}, year = {2018}, type = {Journal Article} } @article{12293, author = {Rittenhouse, C. D. and Berlin, E. H. and Mikle, N. and Qiu, S. and Riordan, D. and Zhu, Zhe}, title = {An object-based approach to map young forest and shrubland vegetation based on multi-source remote sensing data}, journal = {Remote Sensing}, volume = {14}, number = {5}, abstract = {Many remote sensing studies have individually addressed afforestation, forest disturbance and forest regeneration, and considered land use history. However, no single study has simultaneously addressed all of these components that collectively constitute successional stages and pathways of young forest and shrubland at large spatial extents. Our goal was to develop a multi-source, object-based approach that utilized the strengths of Landsat (large spatial extent with good temporal coverage), LiDAR (vegetation height and vertical structure), and aerial imagery (high resolution) to map young forest and shrubland vegetation in a temperate forest. Further, we defined young forest and shrubland vegetation types in terms of vegetation height and structure, to better distinguish them in remote sensing for ecological studies. The multi-source, object-based approach provided an area-adjusted estimate of 42,945 ha of young forest and shrubland vegetation in Connecticut with overall map accuracy of 88.2% (95% CI 2.3%), of which 20,953 ha occurred in complexes ≥2 ha in size. Young forest and shrubland vegetation constituted 3.3% of Connecticut’s total land cover and 6.3% of forest cover as of 2018. Although the 2018 estimates are consistent with those of the past 20 years, concerted efforts are needed to restore, maintain, or manage young forest and shrubland vegetation in Connecticut. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.}, DOI = {10.3390/rs14051091}, url = {https://doi.org/10.3390/rs14051091}, year = {2022}, type = {Journal Article} } @article{2089, author = {Rittenhouse, C. D. and Pidgeon, A. M. and Albright, T. P. and Culbert, P. D. and Clayton, M. K. and Flather, C. H. and Huang, C. and Masek, J. G. and Radeloff, V. C.}, title = {Avifauna response to hurricanes—Regional changes in community similarity}, journal = {Global Change Biology}, volume = {16}, number = {3}, pages = {905–917}, DOI = {10.1111/j.1365-2486.2009.02101.x}, url = {https://doi.org/10.1111/j.1365-2486.2009.02101.x}, year = {2010}, type = {Journal Article} } @article{2088, author = {Rittenhouse, C. D. and Pidgeon, A. M. and Albright, T. P. and Culbert, P. D. and Clayton, M. K. and Flather, C. H. and Huang, C. and Masek, J. G. and Stewart, S. I. and Radeloff, V. C.}, title = {Conservation of forest birds—Evidence of a shifting baseline in community structure}, journal = {PLoS ONE}, volume = {5}, number = {8}, DOI = {10.1371/journal.pone.0011938}, url = {https://doi.org/10.1371/journal.pone.0011938}, year = {2010}, type = {Journal Article} } @article{2061, author = {Rittenhouse, C. D. and Pidgeon, A. M. and Albright, T. P. and Culbert, P. D. and Clayton, M. K. and Flather, C. H. and Masek, J. G. and Radeloff, V. C.}, title = {Land-cover change and avian diversity in the conterminous United States}, journal = {Conservation Biology}, volume = {26}, number = {5}, pages = {821–829}, DOI = {10.1111/j.1523-1739.2012.01867.x}, url = {https://doi.org/10.1111/j.1523-1739.2012.01867.x}, year = {2012}, type = {Journal Article} } @article{12355, author = {Ritz, A. L. and Thomas, V. A. and Wynne, R. H. and Corey Green, P. and Schroeder, T. A. and Albaugh, T. J. and Burkhart, H. E. and Carter, D. R. and Cook, R. L. and Campoe, O. C. and Rubilar, R. A. and Rakestraw, J.}, title = {Assessing the utility of NAIP digital aerial photogrammetric point clouds for estimating canopy height of managed loblolly pine plantations in the southeastern United States}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {113}, abstract = {Remote sensing offers many advantages to supplement traditional, ground-based forest measurements, such as limiting time in the field and fast spatial coverage. Data from airborne laser scanning (lidar) have provided accurate estimates of forest height, where, and when available. However, lidar is expensive to collect, and wall-to-wall coverage in the United States is lacking. Recent studies have investigated whether point clouds derived from digital aerial photogrammetry (DAP) can supplement lidar data for estimating forest height due to DAP's lower costs and more frequent acquisitions. We estimated forest heights using point clouds derived from the National Agricultural Imagery Program (NAIP) DAP program in the United States to create a predicted height map for managed loblolly pine stands. For 534 plots in Virginia and North Carolina, with stand age ranging from 1 year to 42 years old, field-collected canopy heights were regressed against the 90th percentile of heights derived from NAIP point clouds. Model performance was good, with an R2 of 0.93 and an RMSE of 1.44 m. However, heights in recent heavily thinned stands were consistently underestimated, likely due to between-row shadowing leading to a poor photogrammetric solution. The model was applied to non-thinned evergreen areas in Virginia, North Carolina, and Tennessee to produce a multi-state 5 m × 5 m canopy height map. NAIP-derived point clouds are a viable means of predicting canopy height in southern pine stands that have not been thinned recently. © 2022}, DOI = {10.1016/j.jag.2022.103012}, url = {https://doi.org/10.1016/j.jag.2022.103012}, year = {2022}, type = {Journal Article} } @article{11854, author = {Rivera, L. O. and Martinuzzi, S. and Politi, N. and Bardavid, S. and De Bustos, S. and Chalukian, S. and Lizárraga, L. and Radeloff, V. and Pidgeon, A.}, title = {National parks influence habitat use of lowland tapirs in adjacent private lands in the Southern Yungas of Argentina}, journal = {ORYX}, volume = {55}, number = {4}, pages = {625–634}, DOI = {10.1017/S0030605319000796}, url = {https://doi.org/10.1017/S0030605319000796}, year = {2021}, type = {Journal Article} } @article{12389, author = {Rizayeva, A. and Nita, M. D. and Radeloff, V. C.}, title = {Large-area, 1964 land cover classifications of Corona spy satellite imagery for the Caucasus Mountains}, journal = {Remote Sensing of Environment}, volume = {284}, abstract = {Historical land use strongly influences current landscapes and ecosystems making maps of historical land cover an important reference point. However, the earliest satellite-based land cover maps typically date back to the 1980s only, after 30-m Landsat data became available. Our goal was to develop a methodology to automatically map land cover for large areas using high-resolution panchromatic Corona spy satellite imagery for 1964. Specifically, we a) conducted a comprehensive analysis on the feature selection and parameter setting for large-area classification processes for 2.5-m historical panchromatic Corona imagery for a full suite of land cover classes, b) compared the pixel-based and object-oriented methods of classifying the land cover, and c) examined the benefits of adding a digital elevation model for the pixel-based and object-oriented land cover classifications. We mapped land cover in parts of the Caucasus Mountains (158,000 km2), a study area with great variability in land cover types and illumination conditions. The overall accuracies of our pixel-based and object-oriented land cover maps were 63.0 ± 5.0% and 67.3 ± 4.0%, respectively, showing that object-oriented classifications performed better for Corona satellite data. Incorporating the digital elevation model improved the overall accuracy to 75.3 ± 3.0% and 78.7 ± 2.5%, respectively. The digital elevation model was especially useful for differentiating forest and snow-and-ice from lakes in mountainous areas affected by cast shadows. Our results highlight the feasibility of accurately and automatically classifying land cover for large areas based on Corona spy satellite imagery for the 1960s. Such land cover maps predate the earliest 30-m Landsat land cover classifications by two decades, and those from high-resolution satellite imagery by four decades. As such, we demonstrate here that Corona imagery can make important contributions to global change science. © 2022 Elsevier Inc.}, DOI = {10.1016/j.rse.2022.113343}, url = {https://doi.org/10.1016/j.rse.2022.113343}, year = {2023}, type = {Journal Article} } @misc{7664, author = {Robert Chen, F. and Lee, Z. and Carder, K. L.}, title = {An bathymetric algorithm of water-leaving radiances in AVIRIS Imagery—Use of a reflectance model}, publisher = {Committee on Space Research}, volume = {Proceedings}, pages = {221–228}, month = {12–17 September 1995}, note = {READY}, DOI = {10.1016/S0964-2749(97)80026-1}, url = {https://doi.org/10.1016/S0964-2749(97)80026-1}, year = {1997}, type = {Conference Paper} } @article{616, author = {Robertson, C. and Farmer, C. J. Q. and Nelson, T. A. and MacKenzie, I. K. and Wulder, M. A. and White, J. C.}, title = {Determination of the compositional change (1999-2006) in the pine forests of British Columbia due to mountain pine beetle infestation}, journal = {Environmental Monitoring and Assessment}, volume = {158}, number = {1-4}, pages = {593–608}, DOI = {10.1007/s10661-008-0607-9}, url = {https://doi.org/10.1007/s10661-008-0607-9}, year = {2009}, type = {Journal Article} } @article{782, author = {Robertson, C. and Nelson, T. A. and Boots, B. and Wulder, M. A.}, title = {STAMP—Spatial-temporal analysis of moving polygons}, journal = {Journal of Geographical Systems}, volume = {9}, number = {3}, pages = {207–227}, DOI = {10.1007/s10109-007-0044-2}, url = {https://doi.org/10.1007/s10109-007-0044-2}, year = {2007}, type = {Journal Article} } @article{580, author = {Robertson, C. and Nelson, T. A. and Jelinski, D. E. and Wulder, M. A. and Boots, B.}, title = {Spatial-temporal analysis of species range expansion—The case of the mountain pine beetle, Dendroctonus ponderosae}, journal = {Journal of Biogeography}, volume = {36}, number = {8}, pages = {1446–1458}, DOI = {10.1111/j.1365-2699.2009.02100.x}, url = {https://doi.org/10.1111/j.1365-2699.2009.02100.x}, year = {2009}, type = {Journal Article} } @article{689, author = {Robertson, C. and Wulder, M. A. and Nelson, T. A. and White, J. C.}, title = {Risk rating for mountain pine beetle infestation of lodgepole pine forests over large areas with ordinal regression modelling}, journal = {Forest Ecology and Management}, volume = {256}, number = {5}, pages = {900–912}, DOI = {10.1016/j.foreco.2008.05.054}, url = {https://doi.org/10.1016/j.foreco.2008.05.054}, year = {2008}, type = {Journal Article} } @article{12375, author = {Roberts-Pierel, B. M. and Kirchner, P. B. and Kilbride, J. B. and Kennedy, R. E.}, title = {Changes over the last 35 years in Alaska’s glaciated landscape—A novel deep learning approach to mapping glaciers at fine temporal granularity}, journal = {Remote Sensing}, volume = {14}, number = {18}, abstract = {Glaciers are important sentinels of a changing climate, crucial components of the global cryosphere and integral to their local landscapes. However, many of the commonly used methods for mapping glacier change are labor-intensive and limit the temporal and spatial scope of existing research. This study addresses some of the limitations of prior approaches by developing a novel deep-learning-based method called GlacierCoverNet. GlacierCoverNet is a deep neural network that relies on an extensive, purpose-built training dataset. Using this model, we created a record of over three decades long at a fine temporal cadence (every two years) for the state of Alaska. We conducted a robust error analysis of this dataset and then used the dataset to characterize changes in debris-free glaciers and supraglacial debris over the last ~35 years. We found that our deep learning model could produce maps comparable to existing approaches in the capture of areal extent, but without manual editing required. The model captured the area covered with glaciers that was ~97% of the Randolph Glacier Inventory 6.0 with ~6% and ~9% omission and commission rates in the southern portion of Alaska, respectively. The overall model area capture was lower and omission and commission rates were significantly higher in the northern Brooks Range. Overall, the glacier-covered area retreated by 8425 km2 (−13%) between 1985 and 2020, and supraglacial debris expanded by 2799 km2 (64%) during the same period across the state of Alaska. © 2022 by the authors.}, DOI = {10.3390/rs14184582}, url = {https://doi.org/10.3390/rs14184582}, year = {2022}, type = {Journal Article} } @article{1361, author = {Robinson, G. D. and Gross, H. N. and Schott, J. R.}, title = {Evaluation of two applications of spectral mixing models to image fusion}, journal = {Remote Sensing of Environment}, volume = {71}, number = {3}, pages = {272–281}, DOI = {10.1016/S0034-4257(99)00074-7}, url = {https://doi.org/10.1016/S0034-4257(99)00074-7}, year = {2000}, type = {Journal Article} } @misc{2118, author = {Rocchio, L. and Masek, J.G. and Sun, G. and Williams, D.L.}, title = {Validation of satellite-derived forest metrics in northeastern China}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2574–2576}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1294513}, url = {https://doi.org/10.1109/IGARSS.2003.1294513}, year = {2003}, type = {Conference Paper} } @article{12223, author = {Rodrigues-Eklund, G. and Hansen, M. C. and Tyukavina, A. and Stehman, S. V. and Hubacek, K. and Baiocchi, G.}, title = {Sample-based estimation of tree cover change in Haiti using aerial photography—Substantial increase in tree cover between 2002 and 2010}, journal = {Forests}, volume = {12}, number = {9}, DOI = {10.3390/f12091243}, url = {https://doi.org/10.3390/f12091243}, year = {2021}, type = {Journal Article} } @article{1090, author = {Roesch, A. and Schaaf, C.B. and Gao, F.}, title = {Use of Moderate-Resolution Imaging Spectroradiometer bidirectional reflectance distribution function products to enhance simulated surface albedos}, journal = {Journal of Geophysical Research Atmospheres}, volume = {109}, number = {12}, pages = {D12105 1–10}, DOI = {10.1029/2004JD004552}, url = {https://doi.org/10.1029/2004JD004552}, year = {2004}, type = {Journal Article} } @article{718, author = {Rogan, J. and Franklin, J. and Stow, D. and Miller, J. and Woodcock, C.E. and Roberts, D.}, title = {Mapping land-cover modifications over large areas—A comparison of machine learning algorithms}, journal = {Remote Sensing of Environment}, volume = {112}, number = {5}, pages = {2272–2283}, DOI = {10.1016/j.rse.2007.10.004}, url = {https://doi.org/10.1016/j.rse.2007.10.004}, year = {2008}, type = {Journal Article} } @article{887, author = {Roger, J. C. and Mallet, M. and Dubuisson, P. and Cachier, H. and Vermote, E.F. and Dubovik, O. and Despiau, S.}, title = {A synergetic approach for estimating the local direct aerosol forcing—Application to an urban zone during the Expérience sur Site pour Contraindre les Modèles de Pollution et de Transport d'Emission (ESCOMPTE) experiment}, journal = {Journal of Geophysical Research Atmospheres}, volume = {111}, number = {13}, DOI = {10.1029/2005JD006361}, url = {https://doi.org/10.1029/2005JD006361}, year = {2006}, type = {Journal Article} } @article{12299, author = {Roger, J. C. and Vermote, E. and Skakun, S. and Murphy, E. and Dubovik, O. and Kalecinski, N. and Korgo, B. and Holben, B.}, title = {Aerosol models from the AERONET database—Application to surface reflectance validation}, journal = {Atmospheric Measurement Techniques}, volume = {15}, number = {5}, pages = {1123–1144}, abstract = {Aerosols play a critical role in radiative transfer within the atmosphere, and they have a significant impact on climate change. In this paper, we propose and implement a framework for developing an aerosol model using their microphysical properties. Such microphysical properties as the size distribution, the complex refractive index, and the percentage of sphericity are derived from the global AERosol RObotic NETwork (AERONET). These measurements, however, are typically retrieved when almucantar measurement procedures are performed (i.e., early mornings and late afternoons with clear sky) and might not have a temporal correspondence to a satellite overpass time, so a valid validation of satellite-derived products cannot be carried out. To address this problem of temporal inconsistency of satellite and ground-based measurements, we developed an approach to retrieve these microphysical properties (and the corresponding aerosol model) using the optical thickness at 440 nm, τ440, and the Ångström coefficient between 440 and 870 nm, α440-870. Such aerosol models were developed for 851 AERONET sites within the last 28 years. Obtained results suggest that empirically microphysical properties can be retrieved with uncertainties of up to 23 %. An exception is the imaginary part of the refractive index ni, for which the derived uncertainties reach up to 38 %. These specific parametric models of aerosol can be used for the studies when retrieval of microphysical properties is required as well as validation of satellite-derived products over land. Specifically, we demonstrate the usefulness of the aerosol models to validate surface reflectance records over land derived from optical remote sensing sensors. We then quantify the propagation of uncertainties in the surface reflectance due to uncertainties with the aerosol model retrieval that is used as a reference from radiative transfer simulations. Results indicate that individual aerosol microphysical properties can impact uncertainties in surface reflectance retrievals between 3.5 × 10-5 to 1 × 10-3 (in reflectance units). The overall impact of microphysical properties combined yields an overall uncertainty in surface reflectance < 0.004 (in reflectance units). That corresponds, for example, to 1 to 3 % of the retrieved surface reflectance in the red spectral band (620-670 nm) by the Moderate Resolution Imaging Spectroradiometer (MODIS) instrument. These uncertainty values are well below the specification (0.005 + 0.05ρ; ρ is the retrieved surface reflectance) used for the MODIS atmospheric correction. Copyright © 2022 Jean-Claude Roger et al.}, DOI = {10.5194/amt-15-1123-2022}, url = {https://doi.org/10.5194/amt-15-1123-2022}, year = {2022}, type = {Journal Article} } @article{10559, author = {Roger, J. C. and Vermote, E. F.}, title = {Computation and Use of the Reflectivity at 3.75 μM from AVHRR Thermal Channels}, journal = {Remote Sensing Reviews}, volume = {15}, number = {1–4}, pages = {75–98}, DOI = {10.1080/02757259709532332}, url = {https://doi.org/10.1080/02757259709532332}, year = {1997}, type = {Journal Article} } @article{1436, author = {Roger, J. C. and Vermote, E. F.}, title = {A method to retrieve the reflectivity signature at 3.75 μm from AVHRR data}, journal = {Remote Sensing of Environment}, volume = {64}, number = {1}, pages = {103–114}, DOI = {10.1016/S0034-4257(97)00173-9}, url = {https://doi.org/10.1016/S0034-4257(97)00173-9}, year = {1998}, type = {Journal Article} } @misc{3579, author = {Roger, J. C. and Vermote, E.F. and Murphy, E. and Pinchaud, M. and Brent, H.}, title = {Methodology and error budget for evaluating the MODIS-VIIRS land surface reflectance fundamental climate data record}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2941–2943}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7729759}, url = {https://doi.org/10.1109/IGARSS.2016.7729759}, year = {2016}, type = {Conference Paper} } @article{9126, author = {Rogers, B. M. and Solvik, K. and Hogg, E. H. and Ju, J. and Masek, J. G. and Michaelian, M. and Berner, L. T. and Goetz, S. J.}, title = {Detecting early warning signals of tree mortality in boreal North America using multiscale satellite data}, journal = {Global Change Biology}, volume = {24}, number = {6}, pages = {2284–2304}, DOI = {10.1111/gcb.14107}, url = {https://doi.org/10.1111/gcb.14107}, year = {2018}, type = {Journal Article} } @article{8853, author = {Rogers, D. A. and Rooney, T. P. and Hawbaker, T. J. and Radeloff, V. C. and Waller, D. M.}, title = {Paying the extinction debt in southern Wisconsin forest understories}, journal = {Conservation Biology}, volume = {23}, number = {6}, pages = {1497–1506}, DOI = {10.1111/j.1523-1739.2009.01256.x}, url = {https://doi.org/10.1111/j.1523-1739.2009.01256.x}, year = {2009}, type = {Journal Article} } @article{3718, author = {Rogers, K. and Lymburner, L. and Salum, R. and Brooke, B. P. and Woodroffe, C. 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J.}, title = {Parametric geometric correction of airborne thematic mapper imagery}, journal = {International Journal of Remote Sensing}, volume = {18}, number = {9}, pages = {1865–1887}, DOI = {10.1080/014311697217927}, url = {https://doi.org/10.1080/014311697217927}, year = {1997}, type = {Journal Article} } @article{977, author = {Roy, D. P. and Frost, P. G. H. and Justice, C. O. and Landmann, T. and Le Roux, J. L. and Gumbo, K. and Makungwa, S. and Dunham, K. and Du Toit, R. and Mhwandagara, K. and Zacarias, A. and Tacheba, B. and Dube, O. P. and Pereira, J. M. C. and Mushove, P. and Morisette, J. T. and Santhana Vannan, S. 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H. and Li, Z.}, title = {Landsat-8 and Sentinel-2 burned area mapping—A combined sensor multi-temporal change detection approach}, journal = {Remote Sensing of Environment}, volume = {231}, DOI = {10.1016/j.rse.2019.111254}, url = {https://doi.org/10.1016/j.rse.2019.111254}, year = {2019}, type = {Journal Article} } @article{12175, author = {Roy, D. P. and Huang, H. and Houborg, R. and Martins, V. S.}, title = {A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery}, journal = {Remote Sensing of Environment}, volume = {264}, DOI = {10.1016/j.rse.2021.112586}, url = {https://doi.org/10.1016/j.rse.2021.112586}, year = {2021}, type = {Journal Article} } @article{990, author = {Roy, D. P. and Jin, Y. and Lewis, P. E. and Justice, C. O.}, title = {Prototyping a global algorithm for systematic fire-affected area mapping using MODIS time series data}, journal = {Remote Sensing of Environment}, volume = {97}, number = {2}, pages = {137–162}, DOI = {10.1016/j.rse.2005.04.007}, url = {https://doi.org/10.1016/j.rse.2005.04.007}, year = {2005}, type = {Journal Article} } @article{516, author = {Roy, D. P. and Ju, J. and Kline, K. and Scaramuzza, P. L. and Kovalskyy, V. and Hansen, M.C. and Loveland, T. R. and Vermote, E.F. and Zhang, C.}, title = {Web-enabled Landsat Data (WELD)—Landsat ETM+ composited mosaics of the conterminous United States}, journal = {Remote Sensing of Environment}, volume = {114}, number = {1}, pages = {35–49}, DOI = {10.1016/j.rse.2009.08.011}, url = {https://doi.org/10.1016/j.rse.2009.08.011}, year = {2010}, type = {Journal Article} } @misc{5912, author = {Roy, D. P. and Ju, J. and Kommadreddy, I.}, title = {Web-enabled Landsat data (WELD)—A consistent, long-term, large-area, 30m data record for the terrestrial user community}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/ISRSE-34/211104015Final00470.pdf}, url = {http://www.isprs.org/proceedings/2011/ISRSE-34/211104015Final00470.pdf}, year = {2011}, type = {Conference Paper} } @article{706, author = {Roy, D. P. and Ju, J. and Lewis, P. and Schaaf, C.B. and Gao, F. and Hansen, M.C. and Lindquist, E.}, title = {Multi-temporal MODIS-Landsat data fusion for relative radiometric normalization, gap filling, and prediction of Landsat data}, journal = {Remote Sensing of Environment}, volume = {112}, number = {6}, pages = {3112–3130}, DOI = {10.1016/j.rse.2008.03.009}, url = {https://doi.org/10.1016/j.rse.2008.03.009}, year = {2008}, type = {Journal Article} } @article{478, author = {Roy, D. P. and Ju, J. and Mbow, C. and Frost, P. and Loveland, T.R.}, title = {Accessing free Landsat data via the Internet—Africa's challenge}, journal = {Remote Sensing Letters}, volume = {1}, number = {2}, pages = {111–117}, DOI = {10.1080/01431160903486693}, url = {https://doi.org/10.1080/01431160903486693}, year = {2010}, type = {Journal Article} } @article{10547, author = {Roy, D. 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T. and Lee, H. and Lovejoy, T. and Lowman, M. and Lumbuenamo, R. and Malhi, Y. and Albert Martinez, J. M. M. and Nobre, C. and Pellegrini, A. and Radachowsky, J. and Román, F. and Russell, D. and Sheil, D. and Smith, T. B. and Spencer, R. G. M. and Stolle, F. and Tata, H. L. and Torres, D. D. C. and Tshimanga, R. M. and Vargas, R. and Venter, M. and West, J. and Widayati, A. and Wilson, S. N. and Brumby, S. and Elmore, A. C.}, title = {Detecting vulnerability of humid tropical forests to multiple stressors}, journal = {One Earth}, volume = {4}, number = {7}, pages = {988–1003}, DOI = {10.1016/j.oneear.2021.06.002}, url = {https://doi.org/10.1016/j.oneear.2021.06.002}, year = {2021}, type = {Journal Article} } @article{8891, author = {Sabor, A. A. and Radeloff, V. C. and McRoberts, R. E. and Clayton, M. and Stewart, S. I.}, title = {Adding uncertainty to forest inventory plot locations—Effects on analyses using geospatial data}, journal = {Canadian Journal of Forest Research}, volume = {37}, number = {11}, pages = {2313–2325}, DOI = {10.1139/X07-067}, url = {https://doi.org/10.1139/X07-067}, year = {2007}, type = {Journal Article} } @article{10572, author = {Sachs, D. L. and Sollins, P. and Cohen, W. B.}, title = {Detecting landscape changes in the interior of British Columbia from 1975 to 1992 using satellite imagery}, journal = {Canadian Journal of Forest Research}, volume = {28}, number = {1}, pages = {23–36}, DOI = {10.1139/x97-186}, url = {https://doi.org/10.1139/x97-186}, year = {1998}, type = {Journal Article} } @article{12363, author = {Safre, A. L. S. and Nassar, A. and Torres-Rua, A. and Aboutalebi, M. and Saad, J. C. C. and Manzione, R. L. and de Castro Teixeira, A. H. and Prueger, J. H. and McKee, L. G. and Alfieri, J. G. and Hipps, L. E. and Nieto, H. and White, W. A. and del Mar Alsina, M. and Sanchez, L. and Kustas, W. P. and Dokoozlian, N. and Gao, F. and Anderson, M. C.}, title = {Performance of Sentinel-2 SAFER ET model for daily and seasonal estimation of grapevine water consumption}, journal = {Irrigation Science}, volume = {40}, number = {4-5}, pages = {635–654}, abstract = {Assessment of water consumption is a crucial task for irrigation management in grapevines, especially in areas with limited water resources, which is the case of California Central Valley. This study evaluated the utility of the Simple Algorithm for Evapotranspiration Retrievement (SAFER) model to estimate daily and seasonal actual evapotranspiration (ETa) using Sentinel 2 images at 10-m spatial resolution and 5-day revisit time in 3 vineyards located at two sites in California. A unique characteristic of this model is the estimation of “synthetic” temperature maps, which are used as part of the estimation of ET and energy balance. The SAFER energy balance results were validated with six eddy covariance (EC) flux towers as part of the Grape Remote-sensing Atmospheric Profile and Evapotranspiration eXperiment (GRAPEX). The estimated surface temperature derived from upwelling longwave radiation measurements was closely correlated with the observed sensor surface temperature with R2 higher than 0.86 for the analyzed EC towers. After performing an internal calibration, SAFER root mean square error (RMSE) values on daily ETa were between 0.64 and 0.75 mm day−1. Additionally, the seasonal ETa was estimated and compared with the EC observations showing an average R2 ranging from 0.64 to 0.52 mm/season. Spatial patterns of ETa showed variability between sites and producer management activities. The results found indicate both limitations and potential utility of SAFER for irrigation management in vineyards using daily or seasonal ETa under different irrigation treatments. © 2022, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.}, DOI = {10.1007/s00271-022-00810-1}, url = {https://doi.org/10.1007/s00271-022-00810-1}, year = {2022}, type = {Journal Article} } @article{9046, author = {Sagar, S. and Phillips, C. and Bala, B. and Roberts, D. and Lymburner, L.}, title = {Generating continental scale pixel-based surface reflectance composites in coastal regions with the use of a multi-resolution tidal model}, journal = {Remote Sensing}, volume = {10}, number = {3}, DOI = {10.3390/rs10030480}, url = {https://doi.org/10.3390/rs10030480}, year = {2018}, type = {Journal Article} } @article{3654, author = {Sagar, S. and Roberts, D. and Bala, B. and Lymburner, L.}, title = {Extracting the intertidal extent and topography of the Australian coastline from a 28 year time series of Landsat observations}, journal = {Remote Sensing of Environment}, volume = {195}, pages = {153–169}, DOI = {10.1016/j.rse.2017.04.009}, url = {https://doi.org/10.1016/j.rse.2017.04.009}, year = {2017}, type = {Journal Article} } @article{8532, author = {Sahetapy-Engel, S. T. M. and Flynn, L. P. and Harris, A. J. L. and Bluth, G. J. and Rose, W. I. and Matias, O.}, title = {Surface temperature and spectral measurements at Santiaguito lava dome, Guatemala}, journal = {Geophysical Research Letters}, volume = {31}, number = {19}, pages = {L19610 1–5}, DOI = {10.1029/2004GL020683}, url = {https://doi.org/10.1029/2004GL020683}, year = {2004}, type = {Journal Article} } @article{12202, author = {Saintilan, N. and Asbridge, E. and Lucas, R. and Rogers, K. and Wen, L. and Powell, M. and Colloff, M. J. and Rodriguez, J. F. and Saco, P. M. and Sandi, S. and Pham, T. D. and Lymburner, L.}, title = {Australian forested wetlands under climate change—Collapse or proliferation?}, journal = {Marine and Freshwater Research}, DOI = {10.1071/MF21233}, url = {https://doi.org/10.1071/MF21233}, year = {in press}, type = {Journal Article} } @article{12351, author = {Saintilan, N. and Lymburner, L. and Wen, L. and Haigh, I. D. and Ai, E. and Kelleway, J. J. and Rogers, K. and Pham, T. D. and Lucas, R.}, title = {The lunar nodal cycle controls mangrove canopy cover on the Australian continent}, journal = {Science Advances}, volume = {8}, number = {37}, abstract = {Long-phase (interannual) tidal cycles have been shown to influence coastal flooding and sedimentation, but their role in shaping the extent and condition of tidal wetlands has received little attention. Here, we show that the 18.61-year lunar nodal cycle, popularly termed the "lunar wobble," is a dominant control over the expansion and contraction of mangrove canopy cover over much of the Australian continent. Furthermore, the contrasting phasing of the 18.61-year lunar nodal cycle between diurnal and semidiurnal tidal settings has mediated the severity of drought impacts in northern bioregions. Long-phase tidal cycles regulate maximum tide heights, are an important control over mangrove canopy cover, and may influence mangrove ecosystem services including forest productivity and carbon sequestration at regional scales.}, DOI = {10.1126/sciadv.abo6602}, url = {https://doi.org/10.1126/sciadv.abo6602}, year = {2022}, type = {Journal Article} } @article{8670, author = {Salas, W. A. and Ducey, M. J. and Rignot, E. and Skole, D.L.}, title = {Assessment of JERS-1 SAR for monitoring secondary vegetation in Amazonia—I. Spatial and temporal variability in backscatter across a chrono-sequence of secondary vegetation stands in Rondonia}, journal = {International Journal of Remote Sensing}, volume = {23}, number = {7}, pages = {1357–1379}, DOI = {10.1080/01431160110092939}, url = {https://doi.org/10.1080/01431160110092939}, year = {2002}, type = {Journal Article} } @article{8671, author = {Salas, W. A. and Ducey, M. J. and Rignot, E. and Skole, D.L.}, title = {Assessment of JERS-1 SAR for monitoring secondary vegetation in Amazonia—II. Spatial, temporal, and radiometric considerations for operational monitoring}, journal = {International Journal of Remote Sensing}, volume = {23}, number = {7}, pages = {1381–1399}, DOI = {10.1080/01431160110092948}, url = {https://doi.org/10.1080/01431160110092948}, year = {2002}, type = {Journal Article} } @misc{7694, author = {Salas, William A. and Skole, D.L.}, title = {Remote sensing of land cover change—Secondary growth dynamics in Rondonia, Brazil}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2515–2517}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.702263}, url = {https://doi.org/10.1109/IGARSS.1998.702263}, year = {1998}, type = {Conference Paper} } @article{8567, author = {Salisbury, J. and Davis, C. and Erb, A. and Hu, C. and Gatebe, C. and Jordan, C. and Lee, Z. and Mannino, A. and Mouw, C. B. and Schaaf, C.B. and Schaeffer, B. A. and Tzortziou, M.}, title = {Coastal observations from a new vantage point}, journal = {Eos}, volume = {98}, number = {1}, pages = {20–25}, DOI = {10.1029/2016EO062707}, url = {https://doi.org/10.1029/2016EO062707}, year = {2017}, type = {Journal Article} } @misc{3061, author = {Salmon, B. P. and Wessels, K. J. and Van Den Bergh, F. and Steenkamp, K. and Kleynhans, W. and Swanepoel, D. and Roy, D.P. and Kovalskyy, V.}, title = {Evaluation of rule-based classifier for Landsat-based automated land cover mapping in South Africa}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4301–4304}, month = {21–26 July 2013}, note = {READY}, DOI = {10.1109/IGARSS.2013.6723785}, url = {https://doi.org/10.1109/IGARSS.2013.6723785}, year = {2013}, type = {Conference Paper} } @misc{10031, author = {Salomon, J. and Hodges, J. C. F. and Friedl, M. and Schaaf, C.B. and Strahler, A. and Gao, F. and Schneider, A. and Zhang, X. and El Saleous, N. and Wolfe, R. E.}, title = {Global land-water mask derived from MODIS Nadir BRDF-Adjusted Reflectances (NBAR) and the MODIS land cover algorithm}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {239–241}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1369005}, url = {https://doi.org/10.1109/IGARSS.2004.1369005}, year = {2004}, type = {Conference Paper} } @article{902, author = {Salomon, J. G. and Schaaf, C. B. and Strahler, A. H. and Gao, F. and Jin, Y.}, title = {Validation of the MODIS Bidirectional Reflectance Distribution Function and albedo retrievals using combined observations from the Aqua and Terra platforms}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {44}, number = {6}, pages = {1555–1564}, DOI = {10.1109/TGRS.2006.871564}, url = {https://doi.org/10.1109/TGRS.2006.871564}, year = {2006}, type = {Journal Article} } @misc{6728, author = {Salvaggio, P. S. and Schott, J. R. and McKeown, D. M.}, title = {Laboratory validation of a sparse aperture image quality model}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9617}, month = {12–13 August 2015}, note = {READY}, DOI = {10.1117/12.2188325}, url = {https://doi.org/10.1117/12.2188325}, year = {2015}, type = {Conference Paper} } @article{8959, author = {Salvaggio, P. S. and Schott, J. R. and McKeown, D. M.}, title = {Genetic apertures—An improved sparse aperture design framework}, journal = {Applied Optics}, volume = {55}, number = {12}, pages = {3182–3191}, DOI = {10.1364/AO.55.003182}, url = {https://doi.org/10.1364/AO.55.003182}, year = {2016}, type = {Journal Article} } @article{8960, author = {Salvaggio, P. S. and Schott, J. R. and McKeown, D. M.}, title = {Validation of modeled sparse aperture post-processing artifacts}, journal = {Applied Optics}, volume = {56}, number = {4}, pages = {761–770}, DOI = {10.1364/AO.56.000761}, url = {https://doi.org/10.1364/AO.56.000761}, year = {2017}, type = {Journal Article} } @article{2271, author = {Samanta, A. and Anderson, B. T. and Ganguly, S. and Knyazikhin, Y. and Nemani, R. R. and Myneni, R. B.}, title = {Physical climate response to a reduction of anthropogenic climate forcing}, journal = {Earth Interactions}, volume = {14}, number = {7}, pages = {1–11}, DOI = {10.1175/2010EI325.1}, url = {https://doi.org/10.1175/2010EI325.1}, year = {2010}, type = {Journal Article} } @article{501, author = {Samanta, A. and Ganguly, S. and Hashimoto, H. and Devadiga, S. and Vermote, E.F. and Knyazikhin, Y. and Nemani, R. R. and Myneni, R. B.}, title = {Amazon forests did not green-up during the 2005 drought}, journal = {Geophysical Research Letters}, volume = {37}, number = {5}, DOI = {10.1029/2009GL042154}, url = {https://doi.org/10.1029/2009GL042154}, year = {2010}, type = {Journal Article} } @article{257, author = {Samanta, A. and Ganguly, S. and Vermote, E.F. and Nemani, R. R. and Myneni, R. B.}, title = {Interpretation of variations in MODIS-measured greenness levels of Amazon forests during 2000 to 2009}, journal = {Environmental Research Letters}, volume = {7}, number = {2}, DOI = {10.1088/1748-9326/7/2/024018}, url = {https://doi.org/10.1088/1748-9326/7/2/024018}, year = {2012}, type = {Journal Article} } @article{2251, author = {Samanta, A. and Knyazikhin, Y. and Xu, L. and Dickinson, R. E. and Fu, R. and Costa, M. H. and Saatchi, S. S. and Nemani, R. R. and Myneni, R. B.}, title = {Erratum—Seasonal changes in leaf area of Amazon forests from leaf flushing and abscission (Journal of Geophysical Research (2012) 117 (G03004))}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {117}, number = {3}, DOI = {10.1029/2012JG002083}, url = {https://doi.org/10.1029/2012JG002083}, year = {2012}, type = {Journal Article} } @article{2254, author = {Samanta, A. and Knyazikhin, Y. and Xu, L. and Dickinson, R. E. and Fu, R. and Costa, M. H. and Saatchi, S. S. and Nemani, R. R. and Myneni, R. B.}, title = {Seasonal changes in leaf area of Amazon forests from leaf flushing and abscission}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {117}, number = {1}, DOI = {10.1029/2011JG001818}, url = {https://doi.org/10.1029/2011JG001818}, year = {2012}, type = {Journal Article} } @article{728, author = {Sampson, D. A. and Wynne, R. H. and Seiler, J. R.}, title = {Edaphic and climate effects on forest stand development, net primary production, and net ecosystem productivity simulated for Coastal Plain loblolly pine in Virginia}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {113}, number = {1}, DOI = {10.1029/2006JG000270}, url = {https://doi.org/10.1029/2006JG000270}, year = {2008}, type = {Journal Article} } @article{732, author = {Sánchez, J. M. and Kustas, W. P. and Caselles, V. and Anderson, M. C.}, title = {Modelling surface energy fluxes over maize using a two-source patch model and radiometric soil and canopy temperature observations}, journal = {Remote Sensing of Environment}, volume = {112}, number = {3}, pages = {1130–1143}, DOI = {10.1016/j.rse.2007.07.018}, url = {https://doi.org/10.1016/j.rse.2007.07.018}, year = {2008}, type = {Journal Article} } @article{8858, author = {Sánchez-Azofeifa, G. A. and Harriss, R. C. and Skole, D. L.}, title = {Deforestation in Costa Rica—A quantitative analysis using remote sensing imagery}, journal = {Biotropica}, volume = {33}, number = {3}, pages = {378–384}, DOI = {10.1111/j.1744-7429.2001.tb00192.x }, url = {https://doi.org/10.1111/j.1744-7429.2001.tb00192.x}, year = {2001}, type = {Journal Article} } @misc{10213, author = {Sanders, Lee C. and Raqueno, Rolando V. and Schott, John R.}, title = {Atmospheric correction algorithm for hyperspectral imagery}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3871}, pages = {2–9}, month = {22–24 September 1999}, note = {READY}, DOI = {10.1117/12.373238}, url = {https://doi.org/10.1117/12.373238}, year = {1999}, type = {Conference Paper} } @misc{9901, author = {Sanders, Lee C. and Schott, John R. and Raqueno, Rolando}, title = {Atmospheric correction algorithm featuring adjacency effect for hyperspectral imagery}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4132}, pages = {218–229}, month = {30 July–4 August 2999}, note = {READY}, DOI = {10.1117/12.406590}, url = {https://doi.org/10.1117/12.406590}, year = {2000}, type = {Conference Paper} } @article{1265, author = {Sanders, L. C. and Schott, J. R. and Raqueño, R.}, title = {A VNIR/SWIR atmospheric correction algorithm for hyperspectral imagery with adjacency effect}, journal = {Remote Sensing of Environment}, volume = {78}, number = {3}, pages = {252–263}, DOI = {10.1016/S0034-4257(01)00219-X}, url = {https://doi.org/10.1016/S0034-4257(01)00219-X}, year = {2001}, type = {Journal Article} } @misc{5721, author = {Sandford, S. P. and Young, D. F. and Corliss, J. M. and Wielicki, B. A. and Gazarik, M. J. and Mlynczak, M. G. and Little, A. D. and Jones, C. D. and Speth, P. W. and Shick, D. E. and Brown, K. E. and Thome, K. J. and Hair, J. H.}, title = {CLARREO—Cornerstone of the climate observing system measuring decadal change through accurate emitted infrared and reflected solar spectra and radio occultation}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7826}, month = {20–23 September 2010}, note = {READY}, DOI = {10.1117/12.866353}, url = {https://doi.org/10.1117/12.866353}, year = {2010}, type = {Conference Paper} } @inbook{5509, author = {San-Miguel-Ayanz, J. and Pereira, J. M. C. and Boca, R. and Strobl, P. and Kucera, J. and Pekkarinen, A.}, title = {Forest fires in the european mediterranean region—Mapping and analysis of burned areas}, booktitle = {Earth observation of wildland fires in Mediterranean ecosystems}, editor = {Chuvieco, E.}, connective phrase = {Forest fires in the european mediterranean region—Mapping and analysis of burned areas}, publisher = {Springer}, place published = {Berlin, Germany}, chapter = {chap. 13}, pages = {189–203}, DOI = {10.1007/978-3-642-01754-4_13}, url = {https://doi.org/10.1007/978-3-642-01754-4_13}, year = {2009}, type = {Book Section} } @article{8512, author = {Sano, E. E. and Huete, A. R. and Troufleau, D. and Moran, M. S. and Vidai, A.}, title = {Relation between ERS-1 synthetic aperture radar data and measurements of surface roughness and moisture content of rocky soils in a semiarid rangeland}, journal = {Water Resources Research}, volume = {34}, number = {6}, pages = {1491–1498}, DOI = {10.1029/98WR00032}, url = {https://doi.org/10.1029/98WR00032}, year = {1998}, type = {Journal Article} } @misc{7539, author = {Sano, E. E. and Huete, A. R. and Troufleau, D. and Moran, M. S. and Vidal, A.}, title = {Analysis of ERS-1 SAR data to study soil moisture content in rocky soils}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {157–159}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516276}, url = {https://doi.org/10.1109/IGARSS.1996.516276}, year = {1996}, type = {Conference Paper} } @misc{7779, author = {Sano, E. E. and Jiaguo, Qi and Huete, A. R. and Moran, M. S.}, title = {The use of SAR/TM synergy for estimating soil moisture content over a semi-arid rangeland}, publisher = {INPE/ESA}, volume = {Proceedings}, pages = {175–183}, month = {11–12 September 19998}, note = {READY}, DOI = {http://www.tucson.ars.ag.gov/unit/publications/pdffiles/1413.pdf}, url = {http://www.tucson.ars.ag.gov/unit/publications/pdffiles/1413.pdf}, year = {1998}, type = {Conference Paper} } @misc{7605, author = {Sano, E. E. and Moran, M. S. and Huete, A. R. and Miura, T.}, title = {Ku-band SAR data for bare soil moisture retrieval over agricultural fields}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {98–100}, month = {3–8 August 1997}, note = {READY}, DOI = {10.1109/IGARSS.1997.615809}, url = {https://doi.org/10.1109/IGARSS.1997.615809}, year = {1997}, type = {Conference Paper} } @article{8469, author = {Sano, E. E. and Moran, M. S. and Huete, A. R. and Miura, T.}, title = {C- and multiangle Ku-band synthetic aperture radar data for bare soil moisture estimation in agricultural areas}, journal = {Remote Sensing of Environment}, volume = {64}, number = {1}, pages = {77–90}, DOI = {10.1016/S0034-4257(97)00170-3}, url = {https://doi.org/10.1016/S0034-4257(97)00170-3}, year = {1998}, type = {Journal Article} } @misc{11041, author = {Santamaria-Artigas, A. and Franch, B. and Guillevic, P. and Roger, J. C. and Vermote, E.}, title = {Comparison of surface air temperature products from reanalysis over United States and Ukraine—Application to wheat yield forecasting}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5359–5362}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8518644}, url = {https://doi.org/10.1109/IGARSS.2018.8518644}, year = {2018}, type = {Conference Paper} } @misc{11561, author = {Santamaria-Artigas, A. and Franch, B. and Roger, J. 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F. and Skakun, S.}, title = {Evaluation of near-surface air temperature from reanalysis over the United States and Ukraine—Application to winter wheat yield forecasting}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {12}, number = {7}, pages = {2260–2269}, DOI = {10.1109/JSTARS.2019.2902479}, url = {https://doi.org/10.1109/JSTARS.2019.2902479}, year = {2019}, type = {Journal Article} } @article{8335, author = {Santanello Jr, J. A. and Peters-Lidard, C. D. and Garcia, M. E. and Mocko, D. M. and Tischler, M. A. and Moran, M. S. and Thoma, D. P.}, title = {Using remotely-sensed estimates of soil moisture to infer soil texture and hydraulic properties across a semi-arid watershed}, journal = {Remote Sensing of Environment}, volume = {110}, number = {1}, pages = {79–97}, DOI = {10.1016/j.rse.2007.02.007}, url = {https://doi.org/10.1016/j.rse.2007.02.007}, year = {2007}, type = {Journal Article} } @misc{7671, author = {Santer, R. 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M. and Bohlander, J.}, title = {Detailed ice loss pattern in the northern Antarctic Peninsula—Widespread decline driven by ice front retreats}, journal = {Cryosphere}, volume = {8}, number = {6}, pages = {2135–2145}, DOI = {10.5194/tc-8-2135-2014}, url = {https://doi.org/10.5194/tc-8-2135-2014}, year = {2014}, type = {Journal Article} } @article{319, author = {Scambos, T. A. and Berthier, E. and Shuman, C. 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B. and Liu, J. and Gao, F. and Strahler, A. H.}, title = {Aqua and terra MODIS albedo and reflectance anisotropy products}, booktitle = {Land remote sensing and global environmental change}, editor = {Ramachandran, Bhaskar and Justice, C.O. and Abrams, M.J.}, connective phrase = {Aqua and terra MODIS albedo and reflectance anisotropy products}, publisher = {Springer}, place published = {New York, N.Y.}, pages = {549–561}, DOI = {10.1007/978-1-4419-6749-7_24}, url = {https://doi.org/10.1007/978-1-4419-6749-7_24}, year = {2011}, type = {Book Section} } @misc{10259, author = {Schaaf, Crystal B. and Lucht, Wolfgang and Strahler, Alan H. and Hodges, John C. F. and d'Entremont, Robert P.}, title = {Relationship between land surface properties and BRDF/albedo parameters using satellite data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1277–1279}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.691375}, url = {https://doi.org/10.1109/IGARSS.1998.691375}, year = {1998}, type = {Conference Paper} } @misc{10225, author = {Schaaf, Crystal B. and Lucht, Wolfgang and Tsang, Trevor and Gao, F. and Strugnell, Nick and Chen, Liangzan and Liu, Yi and Strahler, Alan H.}, title = {Prototyping the moderate resolution imaging spectroradiometer (MODIS) BRDF and Albedo product}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1506–1508}, month = {28 June–2 July 1999}, note = {READY}, DOI = {10.1109/IGARSS.1999.772002}, url = {https://doi.org/10.1109/IGARSS.1999.772002}, year = {1999}, type = {Conference Paper} } @misc{10101, author = {Schaaf, C.B. and Strahler, A. and Gao, F. and Lucht, W. and Jin, Y. and Li, X. and Zhang, X. and Tsvetsinskaya, E. and Muller, J. P. and Lewis, P. and Barnsley, M. and Roberts, G. and Doll, C. and Liang, S. and Roy, D.P. and Privette, J.}, title = {Global albedo, BRDF and nadir BRDF-adjusted reflectance products from MODIS}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1188–1190}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1025877}, url = {https://doi.org/10.1109/IGARSS.2002.1025877}, year = {2002}, type = {Conference Paper} } @misc{10151, author = {Schaaf, C. B. and Strahler, A. H. and Gao, F. and Lucht, W. and Li, X. and Zhang, X. and Jin, Y. and Tsvetsinskaya, E. and Muller, J. P. and Lewis, P. and Barnsley, M. and Roberts, G. and Doll, C. and Liang, S. and Privette, J.}, title = {MODIS operational bidirectional reflectance and albedo products}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2227–2229}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.977957}, url = {https://doi.org/10.1109/IGARSS.2001.977957}, year = {2001}, type = {Conference Paper} } @article{377, author = {Schaaf, C. B. and Wang, Z. and Strahler, A. H.}, title = {Commentary on Wang and Zender-MODIS snow albedo bias at high solar zenith angles relative to theory and to in situ observations in Greenland}, journal = {Remote Sensing of Environment}, volume = {115}, number = {5}, pages = {1296–1300}, DOI = {10.1016/j.rse.2011.01.002}, url = {https://doi.org/10.1016/j.rse.2011.01.002}, year = {2011}, type = {Journal Article} } @inbook{3100, author = {Schaaf, C.B.B. and Martonchik, J. and Pinty, B. and Govaerts, Y. and Gao, F. and Lattanzio, A. and Liu, J. and Strahler, A. and Taberner, M.}, title = {Retrieval of surface albedo from satellite sensors}, booktitle = {Advances in land remote sensing—System, modeling, inversion and application}, editor = {Liang, S.}, connective phrase = {Retrieval of surface albedo from satellite sensors}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, chapter = {chap. 9}, pages = {219–243}, DOI = {10.1007/978-1-4020-6450-0_9}, url = {https://doi.org/10.1007/978-1-4020-6450-0_9}, year = {2008}, type = {Book Section} } @article{9127, author = {Schaeffer, B. 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H.}, title = {The future of imaging spectroscopy - Prospective technologies and applications}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2005–2009}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.519}, url = {https://doi.org/10.1109/IGARSS.2006.519}, year = {2006}, type = {Conference Paper} } @misc{4364, author = {Schaepman, M. E. and Itten, K. I. and Schläpfer, D. and Kaiser, J. W. and Brazile, J. and Debruyn, W. and Neukom, A. and Feusi, H. and Adolph, P. and Moser, R. and Schilliger, T. and De Vos, L. and Brandt, G. and Kohler, P. and Meng, M. and Piesbergen, J. and Strobl, P. and Gavira, J. and Ulbrich, G. and Meynart, R.}, title = {Status of the airborne dispersive pushbroom imaging spectrometer APEX (Airborne Prism Experiment)}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4304–4306}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1295497}, url = {https://doi.org/10.1109/IGARSS.2003.1295497}, year = {2003}, type = {Conference Paper} } @misc{4442, author = {Schaepman, M. E. and Itten, K. I. and Schläpfer, D. and Kaiser, J. W. and Brazile, J. and Debruyn, W. and Neukom, A. and Feusi, H. and Adolph, P. and Moser, R. and Schilliger, T. and De Vos, L. and Brandt, G. and Kohler, P. and Meng, M. and Piesbergen, J. and Strobl, P. and Gavira, J. and Ulbrich, G. and Meynart, R.}, title = {APEX—Current status of the airborne dispersive pushbroom imaging spectrometer}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5234}, pages = {202–210}, month = {8–10 September 2003}, note = {READY}, DOI = {10.1117/12.513745}, url = {https://doi.org/10.1117/12.513745}, year = {2004}, type = {Conference Paper} } @misc{7785, author = {Schaepman, M. E. and Kneubuehler, M. and Meier, E. and Mueller, A. and Strobl, P. and Reulke, R. and Horn, R.}, title = {Fusion of hyperspectral (DAIS 7915), wide-angle (WAAC), and SAR (E-SAR) data acquisition methods—The MultiSwiss'97 campaign}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3438}, pages = {84–95}, month = {20–21 July 1998}, note = {READY}, DOI = {10.1117/12.328125}, url = {https://doi.org/10.1117/12.328125}, year = {1998}, type = {Conference Paper} } @misc{862, author = {Schaepman-Strub, G. and Schaepman, M. E. and Martonchik, J. and Schaaf, C.B.}, title = {What's in a satellite albedo product?}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2848–2851}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.732}, url = {https://doi.org/10.1109/IGARSS.2006.732}, year = {2006}, type = {Conference Paper} } @misc{7410, author = {Schäfer, P. and Pflugmacher, D. and Hostert, P. and Leser, U.}, title = {Classifying land cover from satellite images using time series analytics}, publisher = {CEUR}, volume = {Proceedings}, pages = {10–15}, month = {26 March 2018}, note = {READY}, DOI = {http://ceur-ws.org/Vol-2083/paper-02.pdf}, url = {http://ceur-ws.org/Vol-2083/paper-02.pdf}, year = {2018}, type = {Conference Paper} } @article{8492, author = {Scharlemann, J. P. W. and Kapos, V. and Campbell, A. and Lysenko, I. and Burgess, N. D. and Hansen, M. C. and Gibbs, H. K. and Dickson, B. and Miles, L.}, title = {Securing tropical forest carbon—The contribution of protected areas to REDD}, journal = {ORYX}, volume = {44}, number = {3}, pages = {352–357}, DOI = {10.1017/S0030605310000542}, url = {https://doi.org/10.1017/S0030605310000542}, year = {2010}, type = {Journal Article} } @article{3720, author = {Scheffler, D. and Hollstein, A. and Diedrich, H. and Segl, K. and Hostert, P.}, title = {AROSICS—An automated and robust open-source image co-registration software for multi-sensor satellite data}, journal = {Remote Sensing}, volume = {9}, number = {7}, DOI = {10.3390/rs9070676}, url = {https://doi.org/10.3390/rs9070676}, year = {2017}, type = {Journal Article} } @article{11318, author = {Scherler, D. and Wulf, H. and Gorelick, N.}, title = {Global assessment of supraglacial debris-cover extents}, journal = {Geophysical Research Letters}, volume = {45}, number = {21}, pages = {11,798–11,805}, DOI = {10.1029/2018GL080158}, url = {https://doi.org/10.1029/2018GL080158}, year = {2018}, type = {Journal Article} } @article{913, author = {Schiefer, S. and Hostert, P. and Damm, A.}, title = {Correcting brightness gradients in hyperspectral data from urban areas}, journal = {Remote Sensing of Environment}, volume = {101}, number = {1}, pages = {25–37}, DOI = {10.1016/j.rse.2005.12.003}, url = {https://doi.org/10.1016/j.rse.2005.12.003}, year = {2006}, type = {Journal Article} } @article{10596, author = {Schimel, D. S. and Braswell, B. H. and Emanuel, W. and Rizzo, B. and Smith, T. and Woodward, F. I. and Fisher, H. and Kittel, T. G. F. and McKeown, R. and Painter, T. and Rosenbloom, N. and Ojima, D. S. and Parton, W. J. and Kicklighter, D. W. and McGuire, A. D. and Melillo, J. M. and Pan, Y. and Haxeltine, A. and Prentice, C. and Sitch, S. and Hibbard, K. and Nemani, R.R. and Pierce, L. and Running, S. and Borchers, J. and Chaney, J. and Neilson, R.}, title = {Continental scale variability in ecosystem processes—Models, data, and the role of disturbance}, journal = {Ecological Monographs}, volume = {67}, number = {2}, pages = {251–271}, DOI = {10.1890/0012-9615(1997)067[0251:CSVIEP]2.0.CO;2}, url = {https://doi.org/10.1890/0012-9615(1997)067[0251:CSVIEP]2.0.CO;2}, year = {1997}, type = {Journal Article} } @article{8656, author = {Schleeweis, K. and Goward, S. N. and Huang, C. and Dwyer, J. L. and Dungan, J. L. and Lindsey, M. A. and Michaelis, A. and Rishmawi, K. and Masek, J. G.}, title = {Selection and quality assessment of Landsat data for the North American forest dynamics forest history maps of the US}, journal = {International Journal of Digital Earth}, volume = {9}, number = {10}, pages = {963–980}, DOI = {10.1080/17538947.2016.1158876}, url = {https://doi.org/10.1080/17538947.2016.1158876}, year = {2016}, type = {Journal Article} } @article{36, author = {Schleeweis, K. and Goward, S. N. and Huang, C. and Masek, J. G. and Moisen, G. and Kennedy, R. E. and Thomas, N. E.}, title = {Regional dynamics of forest canopy change and underlying causal processes in the contiguous U.S}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {118}, number = {3}, pages = {1035–1053}, DOI = {10.1002/jgrg.20076}, url = {https://doi.org/10.1002/jgrg.20076}, year = {2013}, type = {Journal Article} } @article{12022, author = {Schleeweis, K. G. and Moisen, G. G. and Schroeder, T. A. and Toney, C. and Freeman, E. A. and Goward, S. N. and Huang, C. and Dungan, J. L.}, title = {US national maps attributing forest change—1986-2010}, journal = {Forests}, volume = {11}, number = {6}, DOI = {10.3390/F11060653}, url = {https://doi.org/10.3390/F11060653}, year = {2020}, type = {Journal Article} } @misc{10233, author = {Schlingmeier, D. and Schott, J. R.}, title = {Resolution enhancement of thermal infrared images via high resolution class-map and statistical methods}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3372}, pages = {100–111}, month = {13–14 April 1998}, note = {READY}, DOI = {10.1117/12.312612}, url = {https://doi.org/10.1117/12.312612}, year = {1998}, type = {Conference Paper} } @article{8700, author = {Schmidt, G. D. and Allen, R. G. and Smith, P. S. and Liebert, J.}, title = {Combined ultraviolet-optical spectropolarimetry of the magnetic white dwarf GD 229}, journal = {Astrophysical Journal}, volume = {463}, number = {1 pt. 1}, pages = {320–325}, DOI = {10.1086/177244}, url = {https://doi.org/10.1086/177244}, year = {1996}, type = {Journal Article} } @article{12089, author = {Schmiedgen, A. and Komainda, M. and Kowalski, K. and Hostert, P. and Tonn, B. and Kayser, M. and Isselstein, J.}, title = {Impacts of cutting frequency and position to tree line on herbage accumulation in silvopastoral grassland reveal potential for grassland conservation based on land use and cover information}, journal = {Annals of Applied Biology}, volume = {179}, number = {1}, pages = {75–84}, DOI = {10.1111/aab.12681}, url = {https://doi.org/10.1111/aab.12681}, year = {2021}, type = {Journal Article} } @misc{12385, author = {Schmit, T. J. and Li, Z. and Gunshor, M. M. and Iturbide-Iturbide, F. and Yoe, J. G. and McCorkel, J. and Heidinger, A.}, title = {U.S. plans for geostationary hyperspectral infrared sounders}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5411–5414}, month = {17–22 July 2022}, note = {READY}, abstract = {NOAA's Geostationary Extended Observations (GeoXO) satellite system will provide advanced hyperspectral resolution infrared observations. The first GeoXO Sounder (GXS) will fly in the mid-2030s and provide an unprecedented level of information. The plans are for the GXS to be located at a longitude over the center of the U.S. The GXS will be as much of an improvement over the legacy Geostationary Operational Environmental Satellite (GOES) broad-spectral resolution sounder as the Advanced Baseline Imager (ABI) was to the legacy imager. The GXS will be the U.S. contribution to the global ring of geostationary advanced infrared sounders. The GXS sensor will provide unique information about the vertical structure of moisture, winds, and temperature to support both Numerical Weather Prediction (NWP) and nowcasting applications. © 2022 IEEE.}, keywords = {geostationary GeoXO hyperspectral infrared Remote sensing Acoustic devices Geostationary satellites Image enhancement Infrared instruments Weather forecasting Weather satellites Broad spectral Geostationary extended observation Geostationary operational environmental satellites Infrared observations Infrared sounders Observation satellites Remote-sensing Satellite system}, DOI = {10.1109/IGARSS46834.2022.9884082}, url = {https://doi.org/10.1109/IGARSS46834.2022.9884082}, year = {2022}, type = {Conference Paper} } @article{10640, author = {Schneider, A. and Friedl, M. A. and McIver, D. K. and Woodcock, C. E.}, title = {Mapping Urban Areas by Fusing Multiple Sources of Coarse Resolution Remotely Sensed Data}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {69}, number = {12}, pages = {1377–1386}, DOI = {10.14358/PERS.69.12.1377}, url = {https://doi.org/10.14358/PERS.69.12.1377}, year = {2003}, type = {Journal Article} } @misc{3973, author = {Schneider, A. and McIver, D. K. and Friedl, M. A. and Woodcock, C. E.}, title = {Mapping urban areas using coarse resolution remotely sensed data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {136–140}, month = {8–9 November 2001}, note = {READY}, DOI = {10.1109/DFUA.2001.985750}, url = {https://doi.org/10.1109/DFUA.2001.985750}, year = {2001}, type = {Conference Paper} } @misc{10069, author = {Schneider, A. and Seto, K. C. and Woodcock, C. E.}, title = {Spatial and temporal patterns of land cover change in Chengdu, China, 1978-2002}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3365–3367}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1294784}, url = {https://doi.org/10.1109/IGARSS.2003.1294784}, year = {2003}, type = {Conference Paper} } @article{737, author = {Schneider, A. and Woodcock, C. E.}, title = {Compact, dispersed, fragmented, extensive? A comparison of urban growth in twenty-five global cities using remotely sensed data, pattern metrics and census information}, journal = {Urban Studies}, volume = {45}, number = {3}, pages = {659–692}, DOI = {10.1177/0042098007087340}, url = {https://doi.org/10.1177/0042098007087340}, year = {2008}, type = {Journal Article} } @article{2535, author = {Scholes, R. J. and Kendall, J. and Justice, C. O.}, title = {The quantity of biomass burned in southern Africa}, journal = {Journal of Geophysical Research Atmospheres}, volume = {101}, number = {19}, pages = {23667–23676}, DOI = {10.1029/96JD01623}, url = {https://doi.org/10.1029/96JD01623}, year = {1996}, type = {Journal Article} } @article{2538, author = {Scholes, R. J. and Ward, D. E. and Justice, C. O.}, title = {Emissions of trace gases and aerosol particles due to vegetation burning in southern hemisphere Africa}, journal = {Journal of Geophysical Research Atmospheres}, volume = {101}, number = {19}, pages = {23677–23682}, DOI = {10.1029/95JD02049}, url = {https://doi.org/10.1029/95JD02049}, year = {1996}, type = {Journal Article} } @misc{4526, author = {Scholl, J. F. and Thome, K. J. and Dereniak, E. L.}, title = {Normalized difference vegetation index calculations from JPEG2000 compressed Landsat 7 images}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5561}, pages = {84–95}, month = {4–5 August 2004}, note = {READY}, DOI = {10.1117/12.557954}, url = {https://doi.org/10.1117/12.557954}, year = {2004}, type = {Conference Paper} } @article{12143, author = {Schons, S. Z. and Gudimenda, H. and Amacher, G. S. and Cobourn, K. M. and Wynne, R. H. and Thomas, V. A.}, title = {Can efficiency gains in the wood processing industry conserve forests in developing countries? The case of Andhra Pradesh}, journal = {Forest Products Journal}, volume = {70}, number = {4}, pages = {409–415}, DOI = {10.13073/FPJ-D-20-00021}, url = {https://doi.org/10.13073/FPJ-D-20-00021}, year = {2020}, type = {Journal Article} } @misc{3812, author = {Schott, J. R.}, title = {Combining image derived spectra and physics based models for hyperspectral image exploitation}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {15–24}, month = {16–18 October 2000}, note = {READY}, DOI = {10.1109/AIPRW.2000.953598}, url = {https://doi.org/10.1109/AIPRW.2000.953598}, year = {2000}, type = {Conference Paper} } @misc{3056, author = {Schott, J. R.}, title = {Combining physics-based models and imaging spectroscopy to study the Earth}, publisher = {American Institute of Aeronautics and Astronautics}, volume = {Proceedings}, pages = {1293–1302}, month = {14–17 July 2003}, note = {READY}, DOI = {10.2514/6.2003-2690}, url = {http://dx.doi.org/10.2514/6.2003-2690}, year = {2003}, type = {Conference Paper} } @misc{10052, author = {Schott, J. R.}, title = {The evolution of spectral remote sensing from color images to imaging spectroscopy}, publisher = {Society for Imaging Science and Technology}, volume = {Proceedings}, pages = {250–257}, month = {13–16 May 2003}, note = {READY}, DOI = {http://www.molecular.imaging.org/site/PDFS/Papers/2003/PICS-0-287/8526.pdf}, url = {http://www.molecular.imaging.org/site/PDFS/Papers/2003/PICS-0-287/8526.pdf}, year = {2003}, type = {Conference Paper} } @article{1084, author = {Schott, J.R.}, title = {Spectral data adds a new dimension to remote imaging of Earth}, journal = {Laser Focus World}, volume = {40}, number = {8}, pages = {76–84}, DOI = {https://scholarworks.rit.edu/article/308}, url = {https://scholarworks.rit.edu/article/308}, year = {2004}, type = {Journal Article} } @book{5390, author = {Schott, J. R.}, title = {Fundamentals of polarimetric remote sensing}, publisher = {SPIE Press}, place published = {Bellingham, Wash.}, extent of work = {244}, DOI = {10.1117/3.817304}, url = {https://doi.org/10.1117/3.817304}, year = {2009}, type = {Book} } @misc{659, author = {Schott, J. R. and Anderson, C. R. and Barsi, J. A.}, title = {Refinement of the method for using pseudo-invariant sites for long term calibration trending of Landsat reflective bands}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {I245–I248}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4778839}, url = {https://doi.org/10.1109/IGARSS.2008.4778839}, year = {2008}, type = {Conference Paper} } @article{1290, author = {Schott, J. R. and Barsi, J. A. and Nordgren, B. L. and Raqueño, N. G. and De Alwis, D.}, title = {Calibration of Landsat thermal data and application to water resource studies}, journal = {Remote Sensing of Environment}, volume = {78}, number = {1–2}, pages = {108–117}, DOI = {10.1016/S0034-4257(01)00253-X}, url = {https://doi.org/10.1016/S0034-4257(01)00253-X}, year = {2001}, type = {Journal Article} } @misc{10248, author = {Schott, J. R. and Brown, S. D.}, title = {Incorporation of enhanced texture/transition modeling tools into a synthetic image generation model}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1508–1511}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.691547}, url = {https://doi.org/10.1109/IGARSS.1998.691547}, year = {1998}, type = {Conference Paper} } @misc{1411, author = {Schott, John R. and Brown, Scott D. and Raqueno, Rolando V.}, title = {Advanced synthetic image generation models and their application to multi/hyper-spectral algorithm development}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3584}, pages = {211–220}, month = {14–16 October 1998}, note = {READY}, DOI = {10.1117/12.339823}, url = {https://doi.org/10.1117/12.339823}, year = {1999}, type = {Conference Paper} } @article{10526, author = {Schott, J. R. and Brown, S. D. and Raqueño, R. V. and Gross, H. N. and Robinson, G.}, title = {An advanced synthetic image generation model and its application to multi/hyperspectral algorithm development}, journal = {Canadian Journal of Remote Sensing}, volume = {25}, number = {2}, pages = {99–111}, DOI = {10.1080/07038992.1999.10874709}, url = {https://doi.org/10.1080/07038992.1999.10874709}, year = {1999}, type = {Journal Article} } @article{1337, author = {Schott, J. R. and Chang, C. Y.}, title = {Synthetic image generation of chemical plumes for hyperspectral applications}, journal = {Optical Engineering}, volume = {39}, number = {4}, pages = {1047–1056}, DOI = {10.1117/1.602459}, url = {https://doi.org/10.1117/1.602459}, year = {2000}, type = {Journal Article} } @misc{10279, author = {Schott, J. R. and Gallagher, T. W. and Barsi, J.}, title = {Calibration procedures for evaluation of in-flight radiometry performance of thermal infrared satellite sensors}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3221}, pages = {286–299}, month = {21–25 September 1997}, note = {READY}, DOI = {10.1117/12.298095}, url = {https://doi.org/10.1117/12.298095}, year = {1997}, type = {Conference Paper} } @article{206, author = {Schott, J.R. and Gerace, A. and Brown, S. and Gartley, M. and Montanaro, M. and Reuter, D. C.}, title = {Simulation of image performance characteristics of the Landsat data continuity mission (LDCM) thermal infrared sensor (TIRS)}, journal = {Remote Sensing}, volume = {4}, number = {8}, pages = {2477–2491}, DOI = {10.3390/rs4082477}, url = {https://doi.org/10.3390/rs4082477}, year = {2012}, type = {Journal Article} } @misc{3099, author = {Schott, J. R. and Gerace, A. and Montanaro, M.}, title = {Simulation of the performance and image quality characteristics of the Landsat OLI and TIRS sensors using DIRSIG}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8553}, month = {24–27 September 2012}, note = {READY}, DOI = {10.1117/12.971226}, url = {https://doi.org/10.1117/12.971226}, year = {2012}, type = {Conference Paper} } @misc{3229, author = {Schott, J. R. and Gerace, A. and Raqueno, N. and Ientilucci, E. and Raqueno, R. and Lunsford, A. W.}, title = {Chasing the TIRS ghosts—Calibrating the Landsat 8 Thermal bands}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9218}, month = {18–20 August 2014}, note = {READY}, DOI = {10.1117/12.2063236}, url = {https://doi.org/10.1117/12.2063236}, year = {2014}, type = {Conference Paper} } @article{8389, author = {Schott, J. R. and Gerace, A. and Woodcock, C. E. and Wang, S. and Zhu, Zhe and Wynne, R. H. and Blinn, C. E.}, title = {The impact of improved signal-to-noise ratios on algorithm performance—Case studies for Landsat class instruments}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {37–45}, DOI = {10.1016/j.rse.2016.04.015}, url = {https://doi.org/10.1016/j.rse.2016.04.015}, year = {2016}, type = {Journal Article} } @misc{5880, author = {Schott, J. R. and Gerace, A. D. and Brown, S. D. and Gartley, M. G.}, title = {Modeling the image performance of the Landsat Data Continuity Mission sensors}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8153}, month = {23–25 August 2011}, note = {READY}, DOI = {10.1117/12.893675}, url = {https://doi.org/10.1117/12.893675}, year = {2011}, type = {Conference Paper} } @article{226, author = {Schott, J. R. and Hook, S. J. and Barsi, J. A. and Markham, B. L. and Miller, J. and Padula, F. P. and Raqueno, N. G.}, title = {Thermal infrared radiometric calibration of the entire Landsat 4, 5, and 7 archive (1982-2010)}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {41–49}, DOI = {10.1016/j.rse.2011.07.022}, url = {https://doi.org/10.1016/j.rse.2011.07.022}, year = {2012}, type = {Journal Article} } @misc{10278, author = {Schott, J. R. and Kuo, S. D. and Brown, S. D. and Raqueño, R. V.}, title = {Prediction of observed image spectra using synthetic image generation models}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3118}, pages = {81–93}, month = {27 July–1 August 1997}, note = {READY}, DOI = {10.1117/12.283821}, url = {https://doi.org/10.1117/12.283821}, year = {1997}, type = {Conference Paper} } @misc{3391, author = {Schott, J. R. and Lee, K. and Raqueno, R. and Hoffmann, G.}, title = {Use of physics based models in hyperspectral image exploitation}, publisher = {IEEE Computer Society}, volume = {Proceedings}, pages = {36–42}, month = {16–18 October 2002}, note = {READY}, DOI = {10.1109/AIPR.2002.1182252}, url = {https://doi.org/10.1109/AIPR.2002.1182252}, year = {2002}, type = {Conference Paper} } @misc{5695, author = {Schott, J. R. and Raqueno, R. V. and Raqueno, N. G. and Brown, S. D.}, title = {A synthetic sensor/image simulation tool to support the Landsat Data Continuity Mission (LDCM)}, publisher = {American Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, pages = {843–854}, month = {26–30 April 2010}, note = {READY}, DOI = {http://www.asprs.org/wp-content/uploads/2013/08/Schott.pdf}, url = {http://www.asprs.org/wp-content/uploads/2013/08/Schott.pdf}, year = {2010}, type = {Conference Paper} } @article{891, author = {Schroeder, T. A. and Cohen, W. B. and Song, C. and Canty, M. J. and Yang, Z.}, title = {Radiometric correction of multi-temporal Landsat data for characterization of early successional forest patterns in western Oregon}, journal = {Remote Sensing of Environment}, volume = {103}, number = {1}, pages = {16–26}, DOI = {10.1016/j.rse.2006.03.008}, url = {https://doi.org/10.1016/j.rse.2006.03.008}, year = {2006}, type = {Journal Article} } @article{805, author = {Schroeder, T. A. and Cohen, W. B. and Yang, Z.}, title = {Patterns of forest regrowth following clearcutting in western Oregon as determined from a Landsat time-series}, journal = {Forest Ecology and Management}, volume = {243}, number = {2-3}, pages = {259–273}, DOI = {10.1016/j.foreco.2007.03.019}, url = {https://doi.org/10.1016/j.foreco.2007.03.019}, year = {2007}, type = {Journal Article} } @article{644, author = {Schroeder, T. A. and Gray, A. and Harmon, M. E. and Wallin, D. O. and Cohen, W. B.}, title = {Estimating live forest carbon dynamics with a Landsat-based curve-fitting approach}, journal = {Journal of Applied Remote Sensing}, volume = {2}, number = {1}, DOI = {10.1117/1.2937821}, url = {https://doi.org/10.1117/1.2937821}, year = {2008}, type = {Journal Article} } @article{3185, author = {Schroeder, T. A. and Healey, S. P. and Moisen, G. G. and Frescino, T. S. and Cohen, W. B. and Huang, C. and Kennedy, R. E. and Yang, Z.}, title = {Improving estimates of forest disturbance by combining observations from Landsat time series with U.S. Forest Service Forest Inventory and Analysis data}, journal = {Remote Sensing of Environment}, volume = {154}, number = {1}, pages = {61–73}, DOI = {10.1016/j.rse.2014.08.005}, url = {https://doi.org/10.1016/j.rse.2014.08.005}, year = {2014}, type = {Journal Article} } @article{3663, author = {Schroeder, T. A. and Schleeweis, K. G. and Moisen, G. G. and Toney, C. and Cohen, W. B. and Freeman, E. A. and Yang, Z. and Huang, C.}, title = {Testing a Landsat-based approach for mapping disturbance causality in U.S. forests}, journal = {Remote Sensing of Environment}, volume = {195}, pages = {230–243}, DOI = {10.1016/j.rse.2017.03.033}, url = {https://doi.org/10.1016/j.rse.2017.03.033}, year = {2017}, type = {Journal Article} } @article{367, author = {Schroeder, T. A. and Wulder, M. A. and Healey, S. P. and Moisen, G. G.}, title = {Mapping wildfire and clearcut harvest disturbances in boreal forests with Landsat time series data}, journal = {Remote Sensing of Environment}, volume = {115}, number = {6}, pages = {1421–1433}, DOI = {10.1016/j.rse.2011.01.022}, url = {https://doi.org/10.1016/j.rse.2011.01.022}, year = {2011}, type = {Journal Article} } @article{214, author = {Schroeder, T. A. and Wulder, M. A. and Healey, S. P. and Moisen, G. G.}, title = {Detecting post-fire salvage logging from Landsat change maps and national fire survey data}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {166–174}, DOI = {10.1016/j.rse.2011.10.031}, url = {https://doi.org/10.1016/j.rse.2011.10.031}, year = {2012}, type = {Journal Article} } @misc{2439, author = {Schroeder, W. and Csiszar, I. and Giglio, L. and Ellicott, E. and Justice, C.O.}, title = {Satellite active fire product validation using high spatial resolution reference data}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {1–4}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, url = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, year = {2011}, type = {Conference Paper} } @article{10583, author = {Schroeder, W. and Morisette, J. T. and Csiszar, I. and Giglio, L. and Morton, D. and Justice, C. O.}, title = {Characterizing vegetation fire dynamics in Brazil through multisatellite data—Common trends and practical issues}, journal = {Earth Interactions}, volume = {9}, DOI = {10.1175/EI120.1}, url = {https://doi.org/10.1175/EI120.1}, year = {2005}, type = {Journal Article} } @article{12342, author = {Schug, F. and Frantz, D. and Okujeni, A. and Hostert, P.}, title = {Sub-pixel building area mapping based on synthetic training data and regression-based unmixing using Sentinel-1 and -2 data}, journal = {Remote Sensing Letters}, volume = {13}, number = {8}, pages = {822–832}, abstract = {The identification of buildings has become a major research focus of settlement mapping with Earth Observation data. Building area or building footprint data is particularly required in research related to population, such as disaster risk management or urban health. This study examined the suitability of machine learning regression-based unmixing for quantifying the pixel-wise share of building area with decametre resolution Copernicus Sentinel-1 and Sentinel-2 imagery. Compared to using a single-step approach directly estimating building area, leading to an over-estimation of building area compared to non-building impervious surface area due to feature similarity, the introduction of a hierarchical approach considerably improved mapping results. While the original mapping resolution was 10 m, we found that building area was most accurately mapped starting at a spatial resolution of 100 m–a resolution well suitable for many urban applications. The proposed approach is widely transferable in space as it used spatially robust spectral-temporal metrics from time series imagery and as its requirements for training data are very limited. © 2022 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.}, DOI = {10.1080/2150704X.2022.2088253}, url = {https://doi.org/10.1080/2150704X.2022.2088253}, year = {2022}, type = {Journal Article} } @article{12133, author = {Schug, F. and Frantz, D. and van der Linden, S. and Hostert, P.}, title = {Gridded population mapping for Germany based on building density, height and type from Earth Observation data using census disaggregation and bottom-up estimates}, journal = {PLoS ONE}, volume = {16}, DOI = {10.1371/journal.pone.0249044}, url = {https://doi.org/10.1371/journal.pone.0249044}, year = {2021}, type = {Journal Article} } @article{12388, author = {Schug, F. and Frantz, D. and Wiedenhofer, D. and Haberl, H. and Virág, D. and van der Linden, S. and Hostert, P.}, title = {High-resolution mapping of 33 years of material stock and population growth in Germany using Earth observation data}, journal = {Journal of Industrial Ecology}, abstract = {Global societal material stock in buildings and infrastructure have accumulated rapidly within the last decades, along with population growth. Recently, an approach for nation-wide mapping of material stock at 10 m spatial resolution, using freely available and globally consistent Earth Observation (EO) imagery, has been introduced as an alternative to cost-intensive cadastral data or broad-scale but thematically limited nighttime light-based mapping. This study assessed the potential of EO data archives to create spatially explicit time series data of material stock dynamics and their relation to population in Germany, at a spatial resolution of 30 m. We used Landsat imagery with a change-aftereffect-trend analysis to derive yearly masks of land surface change from 1985 onward. Those served as an input to an annual reverse calculation of six material stock types and building volume-based annual gridded population, based on maps for 2018. Material stocks and population in Germany grew by 13% and 4%, respectively, showing highly variable spatial patterns. We found a minimum building stock of ca. 180 t/cap across all municipalities and growth processes characterized by sprawl. A rapid growth of stocks per capita occurred in East Germany after the reunification in 1990, with increased building activity but population decline. Possible over- or underestimations of stock growth cannot be ruled out due to methodological assumptions, requiring further research. © 2022 The Authors. Journal of Industrial Ecology published by Wiley Periodicals LLC on behalf of the International Society for Industrial Ecology.}, DOI = {10.1111/jiec.13343}, url = {https://doi.org/10.1111/jiec.13343}, year = {in press}, type = {Journal Article} } @article{8414, author = {Schug, F. and Okujeni, A. and Hauer, J. and Hostert, P. and Nielsen, J. Ø and van der Linden, S.}, title = {Mapping patterns of urban development in Ouagadougou, Burkina Faso, using machine learning regression modeling with bi-seasonal Landsat time series}, journal = {Remote Sensing of Environment}, volume = {210}, pages = {217–228}, DOI = {10.1016/j.rse.2018.03.022}, url = {https://doi.org/10.1016/j.rse.2018.03.022}, year = {2018}, type = {Journal Article} } @misc{6166, author = {Schull, M. and Anderson, M.C. and Houborg, R. and Kustas, W.}, title = {On the relationship between nominal light use efficiency and leaf chlorophyll}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7306–7308}, month = {22–27 July 2012}, note = {READY}, DOI = {10.1109/IGARSS.2012.6351974}, url = {https://doi.org/10.1109/IGARSS.2012.6351974}, year = {2012}, type = {Conference Paper} } @article{3239, author = {Schull, M. A. and Anderson, M. C. and Houborg, R. and Gitelson, A. and Kustas, W. P.}, title = {Thermal-based modeling of coupled carbon, water, and energy fluxes using nominal light use efficiencies constrained by leaf chlorophyll observations}, journal = {Biogeosciences}, volume = {12}, number = {5}, pages = {1511–1523}, DOI = {10.5194/bg-12-1511-2015}, url = {https://doi.org/10.5194/bg-12-1511-2015}, year = {2015}, type = {Journal Article} } @article{12061, author = {Schutgens, N. and Sayer, A. M. and Heckel, A. and Hsu, C. and Jethva, H. and De Leeuw, G. and Leonard, P. J. T. and Levy, R. C. and Lipponen, A. and Lyapustin, A. and North, P. and Popp, T. and Poulsen, C. and Sawyer, V. and Sogacheva, L. and Thomas, G. and Torres, O. and Wang, Y. and Kinne, S. and Schulz, M. and Stier, P. and Schutgens, N.}, title = {An AeroCom-AeroSat study—Intercomparison of satellite AOD datasets for aerosol model evaluation}, journal = {Atmospheric Chemistry and Physics}, volume = {20}, number = {21}, pages = {12431–12457}, DOI = {10.5194/acp-20-12431-2020}, url = {https://doi.org/10.5194/acp-20-12431-2020}, year = {2020}, type = {Journal Article} } @article{75, author = {Schwert, B. and Rogan, J. and Giner, N. M. and Ogneva-Himmelberger, Y. and Blanchard, S. D. and Woodcock, C.E.}, title = {A comparison of support vector machines and manual change detection for land-cover map updating in Massachusetts, USA}, journal = {Remote Sensing Letters}, volume = {4}, number = {9}, pages = {882–890}, DOI = {10.1080/2150704X.2013.809497}, url = {https://doi.org/10.1080/2150704X.2013.809497}, year = {2013}, type = {Journal Article} } @article{11962, author = {Schwieder, M. and Buddeberg, M. and Kowalski, K. and Pfoch, K. and Bartsch, J. and Bach, H. and Pickert, J. and Hostert, P.}, title = {Estimating grassland parameters from Sentinel-2—A model comparison study}, journal = {PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science}, volume = {88}, pages = {379–390}, DOI = {10.1007/s41064-020-00120-1}, url = {https://doi.org/10.1007/s41064-020-00120-1}, year = {2020}, type = {Journal Article} } @article{3607, author = {Schwieder, M. and Leitão, P. J. and da Cunha Bustamante, M. M. and Ferreira, L. G. and Rabe, A. and Hostert, P.}, title = {Mapping Brazilian savanna vegetation gradients with Landsat time series}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {52}, pages = {361–370}, DOI = {10.1016/j.jag.2016.06.019}, url = {https://doi.org/10.1016/j.jag.2016.06.019}, year = {2016}, type = {Journal Article} } @article{8931, author = {Schwieder, M. and Leitão, P. J. and Pinto, J. R. R. and Teixeira, A. M. C. and Pedroni, F. and Sanchez, M. and Bustamante, M. M. and Hostert, P.}, title = {Landsat phenological metrics and their relation to aboveground carbon in the Brazilian Savanna}, journal = {Carbon Balance and Management}, volume = {13}, number = {1}, DOI = {10.1186/s13021-018-0097-1}, url = {https://doi.org/10.1186/s13021-018-0097-1}, year = {2018}, type = {Journal Article} } @article{3551, author = {Schwieder, M. and Leitão, P. J. and Suess, S. and Senf, C. and Hostert, P.}, title = {Estimating fractional shrub cover using simulated enmap data—A comparison of three machine learning regression techniques}, journal = {Remote Sensing}, volume = {6}, number = {4}, pages = {3427–3445}, DOI = {10.3390/rs6043427}, url = {https://doi.org/10.3390/rs6043427}, year = {2014}, type = {Journal Article} } @article{12243, author = {Schwieder, M. and Wesemeyer, M. and Frantz, D. and Pfoch, K. and Erasmi, S. and Pickert, J. and Nendel, C. and Hostert, P.}, title = {Mapping grassland mowing events across Germany based on combined Sentinel-2 and Landsat 8 time series}, journal = {Remote Sensing of Environment}, volume = {269}, DOI = {10.1016/j.rse.2021.112795}, url = {https://doi.org/10.1016/j.rse.2021.112795}, year = {2021}, type = {Journal Article} } @article{1075, author = {Scott, J. M. and Loveland, T.R. and Gergely, K. and Strittholt, J. and Staus, N.}, title = {National Wildlife Refuge System—Ecological context and integrity}, journal = {Natural Resources Journal}, volume = {44}, number = {4}, pages = {1041–1066}, DOI = {https://www.jstor.org/stable/24889060}, url = {https://www.jstor.org/stable/24889060}, year = {2004}, type = {Journal Article} } @article{8563, author = {Scott, R. L. and Hamerlynck, E. P. and Jenerette, G. D. and Moran, M. S. and Barron-Gafford, G. A.}, title = {Carbon dioxide exchange in a semidesert grassland through drought-induced vegetation change}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {115}, number = {3}, DOI = {10.1029/2010JG001348}, url = {https://doi.org/10.1029/2010JG001348}, year = {2010}, type = {Journal Article} } @article{11635, author = {Sebastian, D. E. and Ganguly, S. and Krishnaswamy, J. and Duffy, K. and Nemani, R. and Ghosh, S.}, title = {Multi-scale association between vegetation growth and climate in India—A wavelet analysis approach}, journal = {Remote Sensing}, volume = {11}, number = {22}, DOI = {10.3390/rs11222703}, url = {https://doi.org/10.3390/rs11222703}, year = {2019}, type = {Journal Article} } @article{8271, author = {Sedano, F. and Kempeneers, P. and Miguel, J. S. and Strobl, P. and Vogt, P.}, title = {Towards a pan-European burnt scar mapping methodology based on single date—Medium resolution optical remote sensing data}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {20}, number = {1}, pages = {52–59}, DOI = {10.1016/j.jag.2011.08.003}, url = {https://doi.org/10.1016/j.jag.2011.08.003}, year = {2012}, type = {Journal Article} } @article{8259, author = {Sedano, F. and Kempeneers, P. and Strobl, P. and Kucera, J. and Vogt, P. and Seebach, L. and San-Miguel-Ayanz, J.}, title = {A cloud mask methodology for high resolution remote sensing data combining information from high and medium resolution optical sensors}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {66}, number = {5}, pages = {588–596}, DOI = {10.1016/j.isprsjprs.2011.03.005}, url = {https://doi.org/10.1016/j.isprsjprs.2011.03.005}, year = {2011}, type = {Journal Article} } @article{8250, author = {See, L. and Fritz, S. and You, L. and Ramankutty, N. and Herrero, M. and Justice, C.O. and Becker-Reshef, I. and Thornton, P. and Erb, K. and Gong, P. and Tang, H. and van der Velde, M. and Ericksen, P. and McCallum, I. and Kraxner, F. and Obersteiner, M.}, title = {Improved global cropland data as an essential ingredient for food security}, journal = {Global Food Security}, volume = {4}, pages = {37–45}, DOI = {10.1016/j.gfs.2014.10.004}, url = {https://doi.org/10.1016/j.gfs.2014.10.004}, year = {2015}, type = {Journal Article} } @article{8634, author = {Seebach, L. and Strobl, P. and Vogt, P. and Mehl, W. and San-Miguel-Ayanz, J.}, title = {Enhancing post-classification change detection through morphological post-processing - a sensitivity analysis}, journal = {International Journal of Remote Sensing}, volume = {34}, number = {20}, pages = {7145–7162}, DOI = {10.1080/01431161.2013.815382}, url = {https://doi.org/10.1080/01431161.2013.815382}, year = {2013}, type = {Journal Article} } @article{8650, author = {Seebach, L. M. and Strobl, P. and San Miguel-Ayanz, J. and Bastrup-Birk, A.}, title = {Identifying strengths and limitations of pan-European forest cover maps through spatial comparison}, journal = {International Journal of Geographical Information Science}, volume = {25}, number = {11}, pages = {1865–1884}, DOI = {10.1080/13658816.2011.562211}, url = {https://doi.org/10.1080/13658816.2011.562211}, year = {2011}, type = {Journal Article} } @article{8745, author = {Seebach, L. M. and Strobl, P. and San Miguel-Ayanz, J. and Gallego, J. and Bastrup-Birk, A.}, title = {Comparative analysis of harmonized forest area estimates for European countries}, journal = {Forestry}, volume = {84}, number = {3}, pages = {285–299}, DOI = {10.1093/forestry/cpr013}, url = {https://doi.org/10.1093/forestry/cpr013}, year = {2011}, type = {Journal Article} } @article{12270, author = {Seider, J. H. and Lantz, T. C. and Hermosilla, T. and Wulder, M. A. and Wang, J. A.}, title = {Biophysical determinants of shifting tundra vegetation productivity in the Beaufort Delta Region of Canada}, journal = {Ecosystems}, abstract = {Temperature increases across the circumpolar north have driven rapid increases in vegetation productivity, often described as ‘greening’. These changes have been widespread, but spatial variation in their pattern and magnitude suggests that biophysical factors also influence the response of tundra vegetation to climate warming. In this study, we used field sampling of soils and vegetation and random forests modeling to identify the determinants of trends in Landsat-derived Enhanced Vegetation Index, a surrogate for productivity, in the Beaufort Delta region of Canada between 1984 and 2016. This region has experienced notable change, with over 71% of the Tuktoyaktuk Coastlands and over 66% of the Yukon North Slope exhibiting statistically significant greening. Using both classification and regression random forests analyses, we show that increases in productivity have been more widespread and rapid at low-to-moderate elevations and in areas dominated by till blanket and glaciofluvial deposits, suggesting that nutrient and moisture availability mediate the impact of climate warming on tundra vegetation. Rapid greening in shrub-dominated vegetation types and observed increases in the cover of low and tall shrub cover (4.8% and 6.0%) also indicate that regional changes have been driven by shifts in the abundance of these functional groups. Our findings demonstrate the utility of random forests models for identifying regional drivers of tundra vegetation change. To obtain additional fine-grained insights on drivers of increased tundra productivity, we recommend future research combine spatially comprehensive time series satellite data (as used herein) with samples of high spatial resolution imagery and integrated field investigations. © 2021, The Author(s).}, DOI = {10.1007/s10021-021-00725-6}, url = {https://doi.org/10.1007/s10021-021-00725-6}, year = {in press}, type = {Journal Article} } @article{2716, author = {Sellers, P. J. and Hall, F. G. and Kelly, R. D. and Black, A. and Baldocchi, D. and Berry, J. and Ryan, M. and Ranson, K. J. and Crill, P. M. and Lettenmaier, D. P. and Margolis, H. and Cihlar, J. and Newcomer, J. and Fitzjarrald, D. and Jarvis, P. G. and Gower, S. T. and Halliwell, D. and Williams, D.L. and Goodison, B. and Wickland, D. E. and Guertin, F. E.}, title = {BOREAS in 1997—Experiment overview, scientific results, and future directions}, journal = {Journal of Geophysical Research Atmospheres}, volume = {102}, number = {24}, pages = {28731–28769}, DOI = {10.1029/97JD03300}, url = {https://doi.org/10.1029/97JD03300}, year = {1997}, type = {Journal Article} } @article{10573, author = {Sellers, P. J. and Los, S. O. and Tucker, C. J. and Justice, C. O. and Dazlich, D. A. and Collatz, G. J. and Randall, D. A.}, title = {A revised land surface parameterization (SiB2) for atmospheric GCMs. Part II—The generation of global fields of terrestrial biophysical parameters from satellite data}, journal = {Journal of Climate}, volume = {9}, number = {4}, pages = {706–737}, DOI = {10.1175/1520-0442(1996)009<0706:ARLSPF>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0442(1996)009<0706:ARLSPF>2.0.CO;2}, year = {1996}, type = {Journal Article} } @article{3398, author = {Semmens, K. A. and Anderson, M. C. and Kustas, W. P. and Gao, F. and Alfieri, J. G. and McKee, L. and Prueger, J. H. and Hain, C. R. and Cammalleri, C. and Yang, Y. and Xia, T. and Sanchez, L. and Mar Alsina, M. and Vélez, M.}, title = {Monitoring daily evapotranspiration over two California vineyards using Landsat 8 in a multi-sensor data fusion approach}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {155–170}, DOI = {10.1016/j.rse.2015.10.025}, url = {https://doi.org/10.1016/j.rse.2015.10.025}, year = {2016}, type = {Journal Article} } @article{266, author = {Sen, S. and Zipper, C. E. and Wynne, R. H. and Donovan, P. F.}, title = {Identifying revegetated mines as disturbance/recovery trajectories using an interannual Landsat chronosequence}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {78}, number = {3}, pages = {223–235}, DOI = {10.14358/PERS.78.3.223}, url = {https://doi.org/10.14358/PERS.78.3.223}, year = {2012}, type = {Journal Article} } @misc{5916, author = {Sen, S. and Zipper, C. E. and Wynne, R. H. and Donovan, P. F. and Coulston, J. W.}, title = {Using satellite imagery to characterize locations, ages and woody canopy cover of reclaimed surface mines in Appalachia, USA}, publisher = {American Society of Mining and Reclamation}, volume = {Proceedings}, pages = {567–590}, month = {11–16 June 2011}, note = {READY}, DOI = {https://www.asmr.us/Portals/0/Documents/Conference-Proceedings/2011/0567-Sen.pdf}, url = {https://www.asmr.us/Portals/0/Documents/Conference-Proceedings/2011/0567-Sen.pdf}, year = {2011}, type = {Conference Paper} } @article{12246, author = {Senay, G. B. and Friedrichs, M. and Morton, C. and Parrish, G. E. L. and Schauer, M. and Khand, K. and Kagone, S. and Boiko, O. and Huntington, J.}, title = {Mapping actual evapotranspiration using Landsat for the conterminous United States—Google Earth Engine implementation and assessment of the SSEBop model}, journal = {Remote Sensing of Environment}, volume = {275}, abstract = {The estimation and mapping of actual evapotranspiration (ETa) is an active area of applied research in the fields of agriculture and water resources. Thermal remote sensing-based methods, using coarse resolution satellites, have been successful at estimating ETa over the conterminous United States (CONUS) and other regions of the world. In this study, we present CONUS-wide ETa from Landsat thermal imagery-using the Operational Simplified Surface Energy Balance (SSEBop) model in the Google Earth Engine (GEE) cloud computing platform. Over 150,000 Landsat satellite images were used to produce 10 years of annual ETa (2010–2019) at unprecedented scale. The accuracy assessment of the SSEBop results included point-based evaluation using monthly Eddy Covariance (EC) data from 25 AmeriFlux stations as well as basin-scale comparison with annual Water Balance ETa (WBET) for more than 1000 sub-basins. Evaluations using EC data showed generally mixed performance with weaker (R2 < 0.6) correlation on sparsely vegetated surfaces such as grasslands or woody savanna and stronger correlation (R2 > 0.7) over well-vegetated surfaces such as croplands and forests, but location-specific conditions rather than cover type were attributed to the variability in accuracy. Croplands performed best with R2 of 0.82, root mean square error of 29 mm/month, and average bias of 12%. The WBET evaluation indicated that the SSEBop model is strong in explaining the spatial variability (up to R2 > 0.90) of ETa across large basins, but it also identified broad hydro-climatic regions where the SSEBop ETa showed directional biases, requiring region-specific model parameter improvement and/or bias correction with an overall 7% bias nationwide. Annual ETa anomalies over the 10-year period captured widely reported drought-affected regions, for the most part, in different parts of the CONUS, indicating their potential applications for mapping regional- and field-scale drought and fire effects. Due to the coverage of the Landsat Path/Row system, the availability of cloud-free image pixels ranged from less than 12 (mountainous cloud-prone regions and U.S. Northeast) to more than 60 (U.S. Southwest) per year. However, this study reinforces a promising application of Landsat satellite data with cloud-computing for quick and efficient mapping of ETa for agricultural and water resources assessments at the field scale. © 2022}, DOI = {10.1016/j.rse.2022.113011}, url = {https://doi.org/10.1016/j.rse.2022.113011}, year = {2022}, type = {Journal Article} } @article{3621, author = {Senf, C. and Campbell, E. M. and Pflugmacher, D. and Wulder, M. A. and Hostert, P.}, title = {A multi-scale analysis of western spruce budworm outbreak dynamics}, journal = {Landscape Ecology}, volume = {32}, number = {3}, pages = {501–514}, DOI = {10.1007/s10980-016-0460-0}, url = {https://doi.org/10.1007/s10980-016-0460-0}, year = {2017}, type = {Journal Article} } @misc{6164, author = {Senf, C. and Hostert, P. and Van Der Linden, S.}, title = {Using MODIS time series and random forests classification for mapping land use in South-East Asia}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6733–6736}, month = {22–27 July 2012}, note = {READY}, DOI = {10.1109/IGARSS.2012.6352560}, url = {https://doi.org/10.1109/IGARSS.2012.6352560}, year = {2012}, type = {Conference Paper} } @article{3225, author = {Senf, C. and Leitão, P. J. and Pflugmacher, D. and van der Linden, S. and Hostert, P.}, title = {Mapping land cover in complex Mediterranean landscapes using Landsat—Improved classification accuracies from integrating multi-seasonal and synthetic imagery}, journal = {Remote Sensing of Environment}, volume = {156}, pages = {527–536}, DOI = {10.1016/j.rse.2014.10.018}, url = {https://doi.org/10.1016/j.rse.2014.10.018}, year = {2015}, type = {Journal Article} } @article{3721, author = {Senf, C. and Pflugmacher, D. and Hostert, P. and Seidl, R.}, title = {Using Landsat time series for characterizing forest disturbance dynamics in the coupled human and natural systems of Central Europe}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {130}, pages = {453–463}, DOI = {10.1016/j.isprsjprs.2017.07.004}, url = {https://doi.org/10.1016/j.isprsjprs.2017.07.004}, year = {2017}, type = {Journal Article} } @article{95, author = {Senf, C. and Pflugmacher, D. and van der Linden, S. and Hostert, P.}, title = {Mapping rubber plantations and natural forests in Xishuangbanna (Southwest China) using multi-spectral phenological metrics from MODIS time series}, journal = {Remote Sensing}, volume = {5}, number = {6}, pages = {2795–2812}, DOI = {10.3390/rs5062795}, url = {https://doi.org/10.3390/rs5062795}, year = {2013}, type = {Journal Article} } @article{3374, author = {Senf, C. and Pflugmacher, D. and Wulder, M. A. and Hostert, P.}, title = {Characterizing spectral-temporal patterns of defoliator and bark beetle disturbances using Landsat time series}, journal = {Remote Sensing of Environment}, volume = {170}, pages = {166–177}, DOI = {10.1016/j.rse.2015.09.019}, url = {https://doi.org/10.1016/j.rse.2015.09.019}, year = {2015}, type = {Journal Article} } @article{10939, author = {Senf, C. and Pflugmacher, D. and Zhiqiang, Y. and Sebald, J. and Knorn, J. and Neumann, M. and Hostert, P. and Seidl, R.}, title = {Canopy mortality has doubled in Europe’s temperate forests over the last three decades}, journal = {Nature Communications}, volume = {9}, number = {1}, DOI = {10.1038/s41467-018-07539-6}, url = {https://doi.org/10.1038/s41467-018-07539-6}, year = {2018}, type = {Journal Article} } @article{8278, author = {Senf, C. and Seidl, R. and Hostert, P.}, title = {Remote sensing of forest insect disturbances—Current state and future directions}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {60}, pages = {49–60}, DOI = {10.1016/j.jag.2017.04.004}, url = {https://doi.org/10.1016/j.jag.2017.04.004}, year = {2017}, type = {Journal Article} } @article{3571, author = {Senf, C. and Wulder, M. A. and Campbell, E. M. and Hostert, P.}, title = {Using Landsat to assess the relationship between spatiotemporal patterns of western spruce budworm outbreaks and regional-scale weather variability}, journal = {Canadian Journal of Remote Sensing}, volume = {42}, number = {6}, pages = {706–718}, DOI = {10.1080/07038992.2016.1220828}, url = {https://doi.org/10.1080/07038992.2016.1220828}, year = {2016}, type = {Journal Article} } @article{3238, author = {Seo, K. W. and Waliser, D. E. and Lee, C. K. and Tian, B. and Scambos, T.A. and Kim, B. M. and van Angelen, J. H. and van den Broeke, M. R.}, title = {Accelerated mass loss from Greenland ice sheet—Links to atmospheric circulation in the North Atlantic}, journal = {Global and Planetary Change}, volume = {128}, pages = {61–71}, DOI = {10.1016/j.gloplacha.2015.02.006}, url = {https://doi.org/10.1016/j.gloplacha.2015.02.006}, year = {2015}, type = {Journal Article} } @article{3266, author = {Seo, K. W. and Wilson, C. R. and Scambos, T.A. and Kim, B. M. and Waliser, D. E. and Tian, B. and Kim, B. H. and Eom, J.}, title = {Surface mass balance contributions to acceleration of Antarctic ice mass loss during 2003-2013}, journal = {Journal of Geophysical Research Solid Earth}, volume = {120}, number = {5}, pages = {3617–3627}, DOI = {10.1002/2014jb011755}, url = {https://doi.org/10.1002/2014jb011755}, year = {2015}, type = {Journal Article} } @article{2604, author = {Sergienko, O. V. and Bindschadler, R. A. and Vornberger, P. L. and MacAyeal, D. R.}, title = {Ice stream basal conditions from block-wise surface data inversion and simple regression models of ice stream flow—Application to Bindschadler Ice Stream}, journal = {Journal of Geophysical Research Earth Surface}, volume = {113}, number = {4}, DOI = {10.1029/2008JF001004}, url = {https://doi.org/10.1029/2008JF001004}, year = {2008}, type = {Journal Article} } @article{2609, author = {Sergienko, O. V. and MacAyeal, D. R. and Bindschadler, R. A.}, title = {Causes of sudden, short-term changes in ice-stream surface elevation}, journal = {Geophysical Research Letters}, volume = {34}, number = {22}, DOI = {10.1029/2007GL031775}, url = {https://doi.org/10.1029/2007GL031775}, year = {2007}, type = {Journal Article} } @article{2600, author = {Sergienko, O. V. and Macayeal, D. R. and Bindschadler, R. A.}, title = {Stick-slip behavior of ice streams—Modeling investigations}, journal = {Annals of Glaciology}, volume = {50}, number = {52}, pages = {87–94}, DOI = {10.3189/172756409789624274}, url = {https://doi.org/10.3189/172756409789624274}, year = {2009}, type = {Journal Article} } @article{10509, author = {Serreze, M. C. and Maslanik, J. A. and Scambos, T. A. and Fetterer, F. and Stroeve, J. and Knowles, K. and Fowler, C. and Drobot, S. and Barry, R. G. and Haran, T. M.}, title = {A record minimum arctic sea ice extent and area in 2002}, journal = {Geophysical Research Letters}, volume = {30}, number = {3}, pages = {10–1 – 10–4}, DOI = {10.1029/2002GL016406}, url = {https://doi.org/10.1029/2002GL016406}, year = {2003}, type = {Journal Article} } @article{10517, author = {Seto, K. C. and Kaufmann, R. K. and Woodcock, C. E.}, title = {Landsat reveals China's farmland reserves, but they're vanishing fast}, journal = {Nature}, volume = {406}, number = {6792}, pages = {121–121}, DOI = {10.1038/35018267}, url = {https://doi.org/10.1038/35018267}, year = {2000}, type = {Journal Article} } @article{1235, author = {Seto, K. C. and Woodcock, C. E. and Song, C. and Huang, X. and Lu, J. and Kaufmann, R. K.}, title = {Monitoring land-use change in the Pearl River Delta using Landsat TM}, journal = {International Journal of Remote Sensing}, volume = {23}, number = {10}, pages = {1985–2004}, DOI = {10.1080/01431160110075532}, url = {https://doi.org/10.1080/01431160110075532}, year = {2002}, type = {Journal Article} } @article{8186, author = {Sever, L. and Alpert, P. and Lyapustin, A.I. and Wang, Y. and Chudnovsky, A.}, title = {An example of aerosol pattern variability over bright surface using high resolution MODIS MAIAC—The eastern and western areas of the Dead Sea and environs}, journal = {Atmospheric Environment}, volume = {165}, pages = {359–369}, DOI = {10.1016/j.atmosenv.2017.06.047}, url = {https://doi.org/10.1016/j.atmosenv.2017.06.047}, year = {2017}, type = {Journal Article} } @article{489, author = {Severinghaus, J. P. and Albert, M. R. and Courville, Z. R. and Fahnestock, M. A. and Kawamura, K. and Montzka, S. A. and Mühle, J. and Scambos, T. A. and Shields, E. and Shuman, C. A. and Suwa, M. and Tans, P. and Weiss, R. F.}, title = {Deep air convection in the firn at a zero-accumulation site, central Antarctica}, journal = {Earth and Planetary Science Letters}, volume = {293}, number = {3-4}, pages = {359–367}, DOI = {10.1016/j.epsl.2010.03.003}, url = {https://doi.org/10.1016/j.epsl.2010.03.003}, year = {2010}, type = {Journal Article} } @article{667, author = {Shah, C. A. and Sheng, Y. and Smith, L. C.}, title = {Automated image registration based on pseudoinvariant metrics of dynamic land-surface features}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {46}, number = {11}, pages = {3908–3916}, DOI = {10.1109/TGRS.2008.2000636}, url = {https://doi.org/10.1109/TGRS.2008.2000636}, year = {2008}, type = {Journal Article} } @article{11990, author = {Shang, C. and Wulder, M. A. and Coops, N. C. and White, J. C. and Hermosilla, T.}, title = {Spatially-explicit prediction of wildfire burn probability using remotely-sensed and ancillary data}, journal = {Canadian Journal of Remote Sensing}, volume = {46}, number = {3}, pages = {313–329}, DOI = {10.1080/07038992.2020.1788385}, url = {https://doi.org/10.1080/07038992.2020.1788385}, year = {2020}, type = {Journal Article} } @article{11704, author = {Shang, R. and Zhu, Zhe}, title = {Harmonizing Landsat 8 and Sentinel-2—A time-series-based reflectance adjustment approach}, journal = {Remote Sensing of Environment}, volume = {235}, DOI = {10.1016/j.rse.2019.111439}, url = {https://doi.org/10.1016/j.rse.2019.111439}, year = {2019}, type = {Journal Article} } @article{12313, author = {Shang, R. and Zhu, Zhe and Zhang, J. and Qiu, S. and Yang, Z. and Li, T. and Yang, X.}, title = {Near-real-time monitoring of land disturbance with harmonized Landsats 7–8 and Sentinel-2 data}, journal = {Remote Sensing of Environment}, volume = {278}, abstract = {Land disturbance can increase carbon emissions, cause detrimental environmental impacts, and threaten human life and property. Monitoring land disturbance in near-real-time is essential to mitigate their negative effects and prevent future losses. However, rapid and timely monitoring of land disturbance at a high spatial resolution is in its infancy. Here, we developed an algorithm for Near-Real-Time MOnitoring of laNd dIsturbance based on Time-series of harmOnized Reflectance (NRT-MONITOR) from Landsats 7–8 and Sentinel-2 data at 30-m spatial resolution. It incorporates an online recursive algorithm called Forgetting Factor to improve efficiency in the determination of land disturbance to get fast detection based on the harmonized data. This algorithm is developed and validated by using 1200 samples created from the harmonized Landsats 7–8 and Sentinel-2 time series from 2015 to 2019 within the conterminous United States (CONUS). An overall accuracy of 70% has been achieved for monitoring a variety of land disturbance types. NRT-MONITOR improves the processing efficiency (11.5 times faster) compared to the COLD algorithm (Zhu et al., 2020). The mean time lag of NRT-MONITOR, defined as the delta days of confirming a land disturbance after its occurrence, is only 35 days, which is achieved by using the harmonized Landsats 7–8 and Sentinel-2 observations and reduced number of clear observations (from six to four) needed to confirm a land disturbance. Finally, NRT-MONITOR can be integrated into an alerting system to provide potential land disturbance probability maps that are updated every three days. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.113073}, url = {https://doi.org/10.1016/j.rse.2022.113073}, year = {2022}, type = {Journal Article} } @article{3513, author = {Shapiro, A. C. and Aguilar-Amuchastegui, N. and Hostert, P. and Bastin, J. F.}, title = {Using fragmentation to assess degradation of forest edges in Democratic Republic of Congo}, journal = {Carbon Balance and Management}, volume = {11}, number = {1}, DOI = {10.1186/s13021-016-0054-9}, url = {https://doi.org/10.1186/s13021-016-0054-9}, year = {2016}, type = {Journal Article} } @misc{2178, author = {Sharma, C. and Thenkabail, P.S. and Sharma, J. R.}, title = {Earth observing data and methods for advancing water harvesting technologies in the semi-arid rain-fed environments of India}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {189–193}, month = {30 October–1 November 2011}, note = {READY}, DOI = {10.1109/GHTC.2011.68}, url = {https://doi.org/10.1109/GHTC.2011.68}, year = {2011}, type = {Conference Paper} } @article{3515, author = {Sharma, V. and Irmak, S. and Kilic, A. and Sharma, V. and Gilley, J. E. and Meyer, G. E. and Knezevic, S. Z. and Marx, D.}, title = {Quantification and mapping of surface residue cover for maize and soybean fields in south central Nebraska}, journal = {Transactions of the ASABE}, volume = {59}, number = {3}, pages = {925–939}, DOI = {10.13031/trans.59.11489}, url = {https://doi.org/10.13031/trans.59.11489}, year = {2016}, type = {Journal Article} } @article{3453, author = {Sharma, V. and Kilic, A. and Irmak, S.}, title = {Impact of scale/resolution on evapotranspiration from Landsat and MODIS images}, journal = {Water Resources Research}, volume = {52}, number = {3}, pages = {1800–1819}, DOI = {10.1002/2015WR017772}, url = {https://doi.org/10.1002/2015WR017772}, year = {2016}, type = {Journal Article} } @article{8495, author = {Shchur, A. and Bragina, E. and Sieber, A. and Pidgeon, A. M. and Radeloff, V. C.}, title = {Monitoring selective logging with Landsat satellite imagery reveals that protected forests in Western Siberia experience greater harvest than non-protected forests}, journal = {Environmental Conservation}, volume = {44}, number = {2}, pages = {191–199}, DOI = {10.1017/S0376892916000576}, url = {https://doi.org/10.1017/S0376892916000576}, year = {2017}, type = {Journal Article} } @misc{12115, author = {Shea, Y. and Fleming, G. and Kopp, G. and Lukashin, C. and Pilewskie, P. and Smith, P. and Thome, K. and Wielicki, B. and Liu, X. and Wu, W.}, title = {Clarreo Pathfinder—Mission overview and current status}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3286–3289}, month = {26 September–2 October 2020}, note = {READY}, DOI = {10.1109/IGARSS39084.2020.9323176}, url = {https://doi.org/10.1109/IGARSS39084.2020.9323176}, year = {2020}, type = {Conference Paper} } @inbook{3414, author = {Shell, J.R. and Brown, S. D. and Devaraj, C. and Messinger, D. W. and Pogorzala, D. and Goodenough, A. and Schott, J. R.}, title = {Polarized form of the governing equation including atmospheric scattering terms}, booktitle = {Fundamentals of Polarimetric Remote Sensing}, editor = {Schott, J.R.}, connective phrase = {Polarized form of the governing equation including atmospheric scattering terms}, publisher = {SPIE Press}, place published = {Belllingham, Wash.}, chapter = {chap. 7}, pages = {107–133}, DOI = {10.1117/3.817304.ch7}, url = {https://doi.org/10.1117/3.817304.ch7}, year = {2009}, type = {Book Section} } @inbook{3413, author = {Shell, J.R. and Brown, S.D. and Gartley, M.G. and Schott, J.R.R.}, title = {Measurements and modeling of the pBRDF of materials}, booktitle = {Fundamentals of Polarimetric Remote Sensing}, editor = {Schott, J.R.}, connective phrase = {Measurements and modeling of the pBRDF of materials}, publisher = {SPIE Press}, place published = {Belllingham, Wash.}, chapter = {chap. 10}, pages = {165–189}, DOI = {10.1117/3.817304.ch10}, url = {https://doi.org/10.1117/3.817304.ch10}, year = {2009}, type = {Book Section} } @misc{10012, author = {Shell, J. R. and Salvaggio, C. and Schott, J.R.}, title = {A novel BRDF measurement technique with spatial resolution-dependent spectral variance}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4754–4757}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1370221}, url = {https://doi.org/10.1109/IGARSS.2004.1370221}, year = {2004}, type = {Conference Paper} } @misc{9974, author = {Shell, J.R. and Schott, J.R.}, title = {A polarized clutter measurement technique based on the governing equation for polarimetric remote sensing in the visible to near infrared}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5811}, pages = {34–45}, month = {28–29 March 2005}, note = {READY}, DOI = {10.1117/12.600751}, url = {https://doi.org/10.1117/12.600751}, year = {2005}, type = {Conference Paper} } @article{289, author = {Shen, D. and Sheng, Y.}, title = {Area partitioning for channel network extraction using digital elevation models and remote sensing}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {9}, number = {2}, pages = {194–198}, DOI = {10.1109/LGRS.2011.2163812}, url = {https://doi.org/10.1109/LGRS.2011.2163812}, year = {2012}, type = {Journal Article} } @article{12200, author = {Shen, Y. and Zhang, X. and Wang, W. and Nemani, R. and Ye, Y. and Wang, J.}, title = {Fusing geostationary satellite observations with harmonized Landsat-8 and Sentinel-2 time series for monitoring field-scale land surface phenology}, journal = {Remote Sensing}, volume = {13}, number = {21}, DOI = {10.3390/rs13214465}, url = {https://doi.org/10.3390/rs13214465}, year = {2021}, type = {Journal Article} } @article{11684, author = {Shen, Z. and Li, J. and Sheng, Y. and Warner, T. A. and Zhao, L.}, title = {A multitemporal remote sensing image registration method based on water bodies for the lake-rich region}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {12}, number = {11}, pages = {4327–4341}, DOI = {10.1109/JSTARS.2019.2950686}, url = {https://doi.org/10.1109/JSTARS.2019.2950686}, year = {2019}, type = {Journal Article} } @article{56, author = {Shen, Z. and Sheng, Y. and Luo, J. and Xia, L.}, title = {Registration of remote sensing images of large regions using lake center points as ground control points}, journal = {Journal of Remote Sensing}, volume = {17}, number = {5}, pages = {1118–1130}, DOI = {10.11834/jrs.20132245}, url = {https://doi.org/10.11834/jrs.20132245}, year = {2013}, type = {Journal Article} } @article{3469, author = {Shen, Z. and Yu, X. and Sheng, Y. and Li, J. and Luo, J.}, title = {A fast algorithm to estimate the deepest points of lakes for regional lake registration}, journal = {PLoS ONE}, volume = {10}, number = {12}, DOI = {10.1371/journal.pone.0144700}, url = {https://doi.org/10.1371/journal.pone.0144700}, year = {2015}, type = {Journal Article} } @article{9076, author = {Shen, Z. 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We then apply this framework by developing an automated habitat monitoring system for the Mexican spotted owl (MSO) in Arizona and New Mexico, USA, that will be linked to federal agency adaptive management plans. Methods: We automated the process of monitoring and assessing trends in MSO habitat on an annual schedule using the Google Earth Engine cloud-based spatial analysis platform and dynamic data repository. We ran this system retrospectively on historical data to monitor MSO habitat from 1986 to 2020. Results: The automated habitat monitoring system provided a 35-year MSO habitat time series with high accuracy. Widespread habitat gains and losses occurred every year, underscoring the need for continuous monitoring and the benefits of an automated workflow. Conclusions: Automated habitat monitoring linked to adaptive management holds great promise in helping managers track the impacts of recent disturbances and adjust plans to meet goals even in increasingly dynamic landscapes. 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E. and Wang, J. and Zhang, X. and Zhu, Q.}, title = {Monitoring vegetation phenology using improved MODIS products}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6833}, month = {12–15 November 2007}, note = {READY}, DOI = {10.1117/12.757743}, url = {https://doi.org/10.1117/12.757743}, year = {2008}, type = {Conference Paper} } @article{734, author = {Shuai, Y. and Schaaf, C. B. and Strahler, A. H. and Liu, J. and Jiao, Z.}, title = {Quality assessment of BRDF/albedo retrievals in MODIS operational system}, journal = {Geophysical Research Letters}, volume = {35}, number = {5}, DOI = {10.1029/2007GL032568}, url = {https://doi.org/10.1029/2007GL032568}, year = {2008}, type = {Journal Article} } @article{67, author = {Shuai, Y. and Schaaf, C.B. and Zhang, X. and Strahler, A. and Roy, D.P. and Morisette, J. and Wang, Z. and Nightingale, J. and Nickeson, J. and Richardson, A. D. and Xie, D. and Wang, J. and Li, X. and Strabala, K. and Davies, J. E.}, title = {Daily MODIS 500 m reflectance anisotropy direct broadcast (DB) products for monitoring vegetation phenology dynamics}, journal = {International Journal of Remote Sensing}, volume = {34}, number = {16}, pages = {5997–6016}, DOI = {10.1080/01431161.2013.803169}, url = {https://doi.org/10.1080/01431161.2013.803169}, year = {2013}, type = {Journal Article} } @article{12006, author = {Shuai, Y. and Tuerhanjiang, L. and Shao, C. and Gao, F. and Zhou, Y. and Xie, D. and Liu, T. and Liang, J. and Chu, N.}, title = {Re-understanding of land surface albedo and related terms in satellite-based retrievals}, journal = {Big Earth Data}, volume = {4}, number = {1}, pages = {45–67}, DOI = {10.1080/20964471.2020.1716561}, url = {https://doi.org/10.1080/20964471.2020.1716561}, year = {2020}, type = {Journal Article} } @article{3793, author = {Shukla, S. and McEvoy, D. and Hobbins, M. and Husak, G. and Huntington, J.L. and Funk, C. and Macharia, D. and Verdin, J.}, title = {Examining the value of global seasonal reference evapotranspiration forecasts to support FEWS NET's food insecurity outlooks}, journal = {Journal of Applied Meteorology and Climatology}, volume = {56}, number = {11}, pages = {2941–2949}, DOI = {10.1175/JAMC-D-17-0104.1}, url = {https://doi.org/10.1175/JAMC-D-17-0104.1}, year = {2017}, type = {Journal Article} } @article{3600, author = {Shuman, C. and Scambos, T.A. and Berthier, E.}, title = {Ice loss processes in the Seal Nunataks ice shelf region from satellite altimetry and imagery}, journal = {Annals of Glaciology}, volume = {57}, number = {73}, pages = {94–104}, DOI = {10.1017/aog.2016.29}, url = {https://doi.org/10.1017/aog.2016.29}, year = {2016}, type = {Journal Article} } @article{10485, author = {Shuman, C. A. and Alley, R. B. and Fahnestock, M. A. and Bindschadler, R. A. and White, J. W. C. and Winterle, J. and McConnell, J. R.}, title = {Temperature history and accumulation timing for the snowpack at GISP2, central Greenland}, journal = {Journal of Glaciology}, volume = {44}, number = {146}, pages = {21–30}, DOI = {10.1017/S0022143000002318}, url = {https://doi.org/10.1017/S0022143000002318}, year = {1998}, type = {Journal Article} } @article{10492, author = {Shuman, C. A. and Alley, R. B. and Fahnestock, M. A. and Fawcett, P. J. and Bindschadler, R. A. and White, J. W. C. and Grootes, P. M. and Anandakrishnan, S. and Stearns, C. R.}, title = {Detection and monitoring of stratigraphic markers and temperature trends at the Greenland Ice Sheet Project 2 using passive-microwave remote-sensing data}, journal = {Journal of Geophysical Research Oceans}, volume = {102}, number = {C12}, pages = {26877–26886}, DOI = {10.1029/96JC02323}, url = {https://doi.org/10.1029/96JC02323}, year = {1997}, type = {Journal Article} } @article{342, author = {Shuman, C. A. and Berthier, E. and Scambos, T. A.}, title = {2001-2009 elevation and mass losses in the Larsen A and B embayments, Antarctic Peninsula}, journal = {Journal of Glaciology}, volume = {57}, number = {204}, pages = {737–754}, DOI = {10.3189/002214311797409811}, url = {https://doi.org/10.3189/002214311797409811}, year = {2011}, type = {Journal Article} } @article{10575, author = {Shuman, C. A. and Fahnestock, M. A. and Bindschadler, R. A. and Alley, R. B. and Stearns, C. R.}, title = {Composite temperature record from the Greenland summit, 1987-1994—Synthesis of multiple automatic weather station records and SSM/I brightness temperatures}, journal = {Journal of Climate}, volume = {9}, number = {6}, pages = {1421–1428}, DOI = {10.1175/1520-0442(1996)009<1421:CTRFTG>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0442(1996)009<1421:CTRFTG>2.0.CO;2}, year = {1996}, type = {Journal Article} } @article{8824, author = {Sica, Y. V. and Gavier-Pizarro, G. I. and Pidgeon, A. M. and Travaini, A. and Bustamante, J. and Radeloff, V. C. and Quintana, R. D.}, title = {Changes in bird assemblages in a wetland ecosystem after 14 years of intensified cattle farming}, journal = {Austral Ecology}, volume = {43}, number = {7}, pages = {786–797}, DOI = {10.1111/aec.12621}, url = {https://doi.org/10.1111/aec.12621}, year = {2018}, type = {Journal Article} } @article{8431, author = {Sica, Y. V. and Quintana, R. D. and Radeloff, V. C. and Gavier-Pizarro, G. I.}, title = {Wetland loss due to land use change in the Lower Paraná River Delta, Argentina}, journal = {Science of the Total Environment}, volume = {568}, pages = {967–978}, DOI = {10.1016/j.scitotenv.2016.04.200}, url = {https://doi.org/10.1016/j.scitotenv.2016.04.200}, year = {2016}, type = {Journal Article} } @article{8896, author = {Sicard, M. and Thome, K. J. and Crowther, B. G. and Smith, M. W.}, title = {Shortwave infrared spectroradiometer for atmospheric transmittance measurements}, journal = {Journal of Atmospheric and Oceanic Technology}, volume = {15}, number = {1}, pages = {174–183}, DOI = {10.1175/1520-0426(1998)015<0174:SISFAT>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0426(1998)015<0174:SISFAT>2.0.CO;2}, year = {1998}, type = {Journal Article} } @article{86, author = {Sieber, A. and Kuemmerle, T. and Prishchepov, A. V. and Wendland, K. J. and Baumann, M. and Radeloff, V. C. and Baskin, L. M. and Hostert, P.}, title = {Landsat-based mapping of post-Soviet land-use change to assess the effectiveness of the Oksky and Mordovsky protected areas in European Russia}, journal = {Remote Sensing of Environment}, volume = {133}, pages = {38–51}, DOI = {10.1016/j.rse.2013.01.021}, url = {https://doi.org/10.1016/j.rse.2013.01.021}, year = {2013}, type = {Journal Article} } @article{8204, author = {Sieber, A. and Uvarov, N. V. and Baskin, L. M. and Radeloff, V. C. and Bateman, B. L. and Pankov, A. B. and Kuemmerle, T.}, title = {Post-Soviet land-use change effects on large mammals' habitat in European Russia}, journal = {Biological Conservation}, volume = {191}, pages = {567–576}, DOI = {10.1016/j.biocon.2015.07.041}, url = {https://doi.org/10.1016/j.biocon.2015.07.041}, year = {2015}, type = {Journal Article} } @book{6300, author = {Siegert, M. J. and Kennicutt II, M. C. and Bindschadler, R. A., eds.}, title = {Antarctic subglacial aquatic environments, v. 192}, publisher = {American Geophysical Union}, place published = {Washington, D.C.}, extent of work = {245}, DOI = {10.1029/GM192}, url = {https://doi.org/10.1029/GM192}, year = {2013}, type = {Book} } @article{3036, author = {Siegfried, M. R. and Fricker, H. A. and Roberts, M. and Scambos, T. A. and Tulaczyk, S.}, title = {A decade of West Antarctic subglacial lake interactions from combined ICESat and CryoSat-2 altimetry}, journal = {Geophysical Research Letters}, volume = {41}, number = {3}, pages = {891–898}, DOI = {10.1002/2013GL058616}, url = {https://doi.org/10.1002/2013GL058616}, year = {2014}, type = {Journal Article} } @article{9051, author = {Silveira, E. M. O. and Bueno, I. T. and Acerbi-Junior, F. W. and Mello, J. M. and Scolforo, J. R. S. and Wulder, M. A.}, title = {Using spatial features to reduce the impact of seasonality for detecting tropical forest changes from Landsat time series}, journal = {Remote Sensing}, volume = {10}, number = {6}, DOI = {10.3390/rs10060808}, url = {https://doi.org/10.3390/rs10060808}, year = {2018}, type = {Journal Article} } @article{10968, author = {Silveira, E. M. O. and Espírito Santo, F. D. and Wulder, M. A. and Acerbi Júnior, F. W. and Carvalho, M. C. and Mello, C. R. and Mello, J. M. and Shimabukuro, Y. E. and Terra, M. C. N. S. and Carvalho, L. M. T. and Scolforo, J. R. S.}, title = {Pre-stratified modelling plus residuals kriging reduces the uncertainty of aboveground biomass estimation and spatial distribution in heterogeneous savannas and forest environments}, journal = {Forest Ecology and Management}, volume = {445}, pages = {96–109}, DOI = {10.1016/j.foreco.2019.05.016}, url = {https://doi.org/10.1016/j.foreco.2019.05.016}, year = {2019}, type = {Journal Article} } @article{12303, author = {Silveira, E. M. O. and Radeloff, V. C. and Martínez Pastur, G. J. and Martinuzzi, S. and Politi, N. and Lizarraga, L. and Rivera, L. O. and Gavier-Pizarro, G. I. and Yin, H. and Rosas, Y. M. and Calamari, N. C. and Navarro, M. F. and Sica, Y. and Olah, A. M. and Bono, J. and Pidgeon, A. M.}, title = {Forest phenoclusters for Argentina based on vegetation phenology and climate}, journal = {Ecological Applications}, volume = {32}, number = {3}, abstract = {Forest biodiversity conservation and species distribution modeling greatly benefit from broad-scale forest maps depicting tree species or forest types rather than just presence and absence of forest, or coarse classifications. Ideally, such maps would stem from satellite image classification based on abundant field data for both model training and accuracy assessments, but such field data do not exist in many parts of the globe. However, different forest types and tree species differ in their vegetation phenology, offering an opportunity to map and characterize forests based on the seasonal dynamic of vegetation indices and auxiliary data. Our goal was to map and characterize forests based on both land surface phenology and climate patterns, defined here as forest phenoclusters. We applied our methodology in Argentina (2.8 million km2), which has a wide variety of forests, from rainforests to cold-temperate forests. We calculated phenology measures after fitting a harmonic curve of the enhanced vegetation index (EVI) time series derived from 30-m Sentinel 2 and Landsat 8 data from 2018–2019. For climate, we calculated land surface temperature (LST) from Band 10 of the thermal infrared sensor (TIRS) of Landsat 8, and precipitation from Worldclim (BIO12). We performed stratified X-means cluster classifications followed by hierarchical clustering. The resulting clusters separated well into 54 forest phenoclusters with unique combinations of vegetation phenology and climate characteristics. The EVI 90th percentile was more important than our climate and other phenology measures in providing separability among different forest phenoclusters. Our results highlight the potential of combining remotely sensed phenology measures and climate data to improve broad-scale forest mapping for different management and conservation goals, capturing functional rather than structural or compositional characteristics between and within tree species. Our approach results in classifications that go beyond simple forest–nonforest in areas where the lack of detailed ecological field data precludes tree species–level classifications, yet conservation needs are high. Our map of forest phenoclusters is a valuable tool for the assessment of natural resources, and the management of the environment at scales relevant for conservation actions. © 2022 The Ecological Society of America.}, DOI = {10.1002/eap.2526}, url = {https://doi.org/10.1002/eap.2526}, year = {2022}, type = {Journal Article} } @article{12095, author = {Silveira, E. M. O. and Radeloff, V. C. and Martinuzzi, S. and Martínez Pastur, G. J. and Rivera, L. O. and Politi, N. and Lizarraga, L. and Farwell, L. S. and Elsen, P. R. and Pidgeon, A. M.}, title = {Spatio-temporal remotely sensed indices identify hotspots of biodiversity conservation concern}, journal = {Remote Sensing of Environment}, volume = {258}, DOI = {10.1016/j.rse.2021.112368}, url = {https://doi.org/10.1016/j.rse.2021.112368}, year = {2021}, type = {Journal Article} } @article{11167, author = {Silveira, E. M. O. and Silva, S. H. G. and Acerbi-Junior, F. W. and Carvalho, M. C. and Carvalho, L. M. T. and Scolforo, J. R. S. and Wulder, M. A.}, title = {Object-based random forest modelling of aboveground forest biomass outperforms a pixel-based approach in a heterogeneous and mountain tropical environment}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {78}, pages = {175–188}, DOI = {10.1016/j.jag.2019.02.004}, url = {https://doi.org/10.1016/j.jag.2019.02.004}, year = {2019}, type = {Journal Article} } @misc{10280, author = {Simmons, R. E. and Brower, B. V. and Schott, J. R.}, title = {Data characterization for hyperspectral image compression}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3119}, pages = {172–183}, month = {27 July–1 August 1997}, note = {READY}, DOI = {10.1117/12.278946}, url = {https://doi.org/10.1117/12.278946}, year = {1997}, type = {Conference Paper} } @article{3463, author = {Simons, G. and Bastiaanssen, W. and Ngô, L. A. and Hain, C. R. and Anderson, M.C. and Senay, G.}, title = {Integrating global satellite-derived data products as a pre-analysis for hydrological modelling studies—A case study for the Red River Basin}, journal = {Remote Sensing}, volume = {8}, number = {4}, DOI = {10.3390/rs8040279}, url = {https://doi.org/10.3390/rs8040279}, year = {2016}, type = {Journal Article} } @article{12146, author = {Simpson, C. E. and Arp, C. D. and Sheng, Y. and Carroll, M. L. and Jones, B. M. and Smith, L. C.}, title = {Landsat-derived bathymetry of lakes on the Arctic Coastal Plain of northern Alaska}, journal = {Earth System Science Data}, volume = {13}, number = {3}, pages = {1135–1150}, DOI = {10.5194/essd-13-1135-2021}, url = {https://doi.org/10.5194/essd-13-1135-2021}, year = {2021}, type = {Journal Article} } @article{307, author = {Sims, D. A. and Rahman, A. F. and Vermote, E. F. and Jiang, Z.}, title = {Seasonal and inter-annual variation in view angle effects on MODIS vegetation indices at three forest sites}, journal = {Remote Sensing of Environment}, volume = {115}, number = {12}, pages = {3112–3120}, DOI = {10.1016/j.rse.2011.06.018}, url = {https://doi.org/10.1016/j.rse.2011.06.018}, year = {2011}, type = {Journal Article} } @article{8826, author = {Sims, K. R. E. and Alix-Garcia, J. M. and Shapiro-Garza, E. and Fine, L. R. and Radeloff, V. C. and Aronson, G. and Castillo, S. and Ramirez-Reyes, C. and Yañez-Pagans, P.}, title = {Improving environmental and social targeting through adaptive management in Mexico's payments for hydrological services program}, journal = {Conservation Biology}, volume = {28}, number = {5}, pages = {1151–1159}, DOI = {10.1111/cobi.12318}, url = {https://doi.org/10.1111/cobi.12318}, year = {2014}, type = {Journal Article} } @misc{4958, author = {Sinyuk, A. and Dubovik, O. and Holben, B. and Eck, T. F. and Breon, F. M. and Martonchik, J. and Kahn, R. and Diner, D. J. and Vermote, E. F. and Roger, J. C. and Lapyonok, T. and Slutsker, I.}, title = {Aerosol and surface properties characterization from joint inversion of ground-based and satellite observations}, publisher = {Optical Society of America}, volume = {OSA Technical Digest}, month = {11–15 February 2007}, note = {READY}, DOI = {10.1364/FTS.2007.JWA12}, url = {https://doi.org/10.1364/FTS.2007.JWA12}, year = {2007}, type = {Conference Paper} } @article{823, author = {Sinyuk, A. and Dubovik, O. and Holben, B. and Eck, T. F. and Breon, F. M. and Martonchik, J. and Kahn, R. and Diner, D. J. and Vermote, E. F. and Roger, J. C. and Lapyonok, T. and Slutsker, I.}, title = {Simultaneous retrieval of aerosol and surface properties from a combination of AERONET and satellite data}, journal = {Remote Sensing of Environment}, volume = {107}, number = {1-2}, pages = {90–108}, DOI = {10.1016/j.rse.2006.07.022}, url = {https://doi.org/10.1016/j.rse.2006.07.022}, year = {2007}, type = {Journal Article} } @misc{3064, author = {Sixsmith, J. and Oliver, S. and Lymburner, L.}, title = {A hybrid approach to automated Landsat pixel quality}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4146–4149}, month = {21–26 July 2013}, note = {READY}, DOI = {10.1109/IGARSS.2013.6723746}, url = {https://doi.org/10.1109/IGARSS.2013.6723746}, year = {2013}, type = {Conference Paper} } @misc{10110, author = {Skakun, R. and Franklin, S. E. and Wulder, M. A. and Carroll, A.}, title = {Aerial, GIS, and field data calibration of a Landsat ETM+ mountain pine beetle detection procedure in British Columbia, Canada}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2887–2889}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1026811}, url = {https://doi.org/10.1109/IGARSS.2002.1026811}, year = {2002}, type = {Conference Paper} } @article{1158, author = {Skakun, R. S. and Wulder, M. A. and Franklin, S. E.}, title = {Sensitivity of the thematic mapper enhanced wetness difference index to detect mountain pine beetle red-attack damage}, journal = {Remote Sensing of Environment}, volume = {86}, number = {4}, pages = {433–443}, DOI = {10.1016/S0034-4257(03)00112-3}, url = {https://doi.org/10.1016/S0034-4257(03)00112-3}, year = {2003}, type = {Journal Article} } @misc{12110, author = {Skakun, S. and Brown, M. G. L. and Roger, J. C. and Vermote, E.}, title = {Capturing corn and soybean yield variability at field scale using very high spatial resolution satellite data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3723–3726}, month = {26 September–2 October 2020}, note = {READY}, DOI = {10.1109/IGARSS39084.2020.9324033}, url = {https://doi.org/10.1109/IGARSS39084.2020.9324033}, year = {2020}, type = {Conference Paper} } @misc{3582, author = {Skakun, S. and Franch, B. and Roger, J. C. and Vermote, E.F. and Becker-Reshef, I. and Justice, C.O. and Santamaria-Artigas, A.}, title = {Incorporating yearly derived winter wheat maps into winter wheat yield forecasting model}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7164–7167}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7730869}, url = {https://doi.org/10.1109/IGARSS.2016.7730869}, year = {2016}, type = {Conference Paper} } @misc{11340, author = {Skakun, S. and Franch, B. and Vermote, E. and Roger, J. C. and Justice, C.O. and Masek, J. and Murphy, E.}, title = {Winter wheat yield assessment using Landsat 8 and Sentinel-2 data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5964–5967}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8519134}, url = {https://doi.org/10.1109/IGARSS.2018.8519134}, year = {2018}, type = {Conference Paper} } @misc{11563, author = {Skakun, S. and Franch, B. and Vermote, E. and Roger, J. C. and Kussul, N. and Masek, J.}, title = {The use of Landsat 8 and Sentinel-2 data and meterological observations for winter wheat yield assessment}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6291–6294}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS.2019.8898245}, url = {https://doi.org/10.1109/IGARSS.2019.8898245}, year = {2019}, type = {Conference Paper} } @article{3665, author = {Skakun, S. and Franch, B. and Vermote, E.F. and Roger, J. C. and Becker-Reshef, I. and Justice, C.O. and Kussul, N.}, title = {Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model}, journal = {Remote Sensing of Environment}, volume = {195}, pages = {244–258}, DOI = {10.1016/j.rse.2017.04.026}, url = {https://doi.org/10.1016/j.rse.2017.04.026}, year = {2017}, type = {Journal Article} } @article{11556, author = {Skakun, S. and Justice, C. O. and Kussul, N. and Shelestov, A. and Lavreniuk, M.}, title = {Satellite data reveal cropland losses in south-eastern Ukraine under military conflict}, journal = {Frontiers in Earth Science}, volume = {7}, DOI = {10.3389/feart.2019.00305}, url = {https://doi.org/10.3389/feart.2019.00305}, year = {2019}, type = {Journal Article} } @article{3759, author = {Skakun, S. and Justice, C. O. and Vermote, E.F. and Roger, J. C.}, title = {Transitioning from MODIS to VIIRS—An analysis of inter-consistency of NDVI data sets for agricultural monitoring}, journal = {International Journal of Remote Sensing}, volume = {39}, number = {4}, pages = {971–992}, DOI = {10.1080/01431161.2017.1395970}, url = {https://doi.org/10.1080/01431161.2017.1395970}, year = {2018}, type = {Journal Article} } @article{12105, author = {Skakun, S. and Kalecinski, N. I. and Brown, M. G. L. and Johnson, D. M. and Vermote, E. F. and Roger, J. C. and Franch, B.}, title = {Assessing within-field corn and soybean yield variability from WorldView-3, Planet, Sentinel-2, and Landsat 8 satellite imagery}, journal = {Remote Sensing}, volume = {13}, number = {5}, DOI = {10.3390/rs13050872}, url = {https://doi.org/10.3390/rs13050872}, year = {2021}, type = {Journal Article} } @misc{7388, author = {Skakun, S. and Roger, J. C. and Vermote, E.F. and Justice, C.O. and Masek, J.G.}, title = {Automatic co-registration of multi-temporal Landsat-8/OLI and sentinel-2A/MSI images}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5272–5274}, month = {23–28 July 2017}, note = {READY}, DOI = {10.1109/IGARSS.2017.8128191}, url = {https://doi.org/10.1109/IGARSS.2017.8128191}, year = {2017}, type = {Conference Paper} } @article{3628, author = {Skakun, S. and Roger, J.C. and Vermote, E.F.F. and Masek, J.G.G. and Justice, C.O.O.}, title = {Automatic sub-pixel co-registration of Landsat-8 Operational Land Imager and Sentinel-2A Multi-Spectral Instrument images using phase correlation and machine learning based mapping}, journal = {International Journal of Digital Earth}, volume = {10}, pages = {1253–1269}, DOI = {10.1080/17538947.2017.1304586}, url = {https://doi.org/10.1080/17538947.2017.1304586}, year = {2017}, type = {Journal Article} } @article{11076, author = {Skakun, S. and Vermote, E. and Franch, B. and Roger, J. C. and Kussul, N. and Ju, J. and Masek, J.}, title = {Winter wheat yield assessment from Landsat 8 and Sentinel-2 data—Incorporating surface reflectance, through phenological fitting, into regression yield models}, journal = {Remote Sensing}, volume = {11}, number = {15}, DOI = {10.3390/rs11151768}, url = {https://doi.org/10.3390/rs11151768}, year = {2019}, type = {Journal Article} } @article{12193, author = {Skakun, S. and Vermote, E. F. and Artigas, A. E. S. and Rountree, W. H. and Roger, J. C.}, title = {An experimental sky-image-derived cloud validation dataset for Sentinel-2 and Landsat 8 satellites over NASA GSFC}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {95}, DOI = {10.1016/j.jag.2020.102253}, url = {https://doi.org/10.1016/j.jag.2020.102253}, year = {2021}, type = {Journal Article} } @article{3792, author = {Skakun, S. and Vermote, E.F. and Roger, J. and Justice, C.O.}, title = {Multispectral misregistration of Sentinel-2A images—Analysis and implications for potential applications}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {14}, number = {12}, pages = {2408–2412}, DOI = {10.1109/LGRS.2017.2766448}, url = {https://doi.org/10.1109/LGRS.2017.2766448}, year = {2017}, type = {Journal Article} } @article{11074, author = {Skakun, S. and Vermote, E. F. and Roger, J. C. and Justice, C. O. and Masek, J. G.}, title = {Validation of the LaSRC cloud detection algorithm for Landsat 8 images}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {12}, number = {7}, pages = {2439–2446}, DOI = {10.1109/JSTARS.2019.2894553}, url = {https://doi.org/10.1109/JSTARS.2019.2894553}, year = {2019}, type = {Journal Article} } @article{12300, author = {Skakun, S. and Wevers, J. and Brockmann, C. and Doxani, G. and Aleksandrov, M. and Batič, M. and Frantz, D. and Gascon, F. and Gómez-Chova, L. and Hagolle, O. and López-Puigdollers, D. and Louis, J. and Lubej, M. and Mateo-García, G. and Osman, J. and Peressutti, D. and Pflug, B. and Puc, J. and Richter, R. and Roger, J. C. and Scaramuzza, P. and Vermote, E. and Vesel, N. and Zupanc, A. and Žust, L.}, title = {Cloud Mask Intercomparison eXercise (CMIX)—An evaluation of cloud masking algorithms for Landsat 8 and Sentinel-2}, journal = {Remote Sensing of Environment}, volume = {274}, abstract = {Cloud cover is a major limiting factor in exploiting time-series data acquired by optical spaceborne remote sensing sensors. Multiple methods have been developed to address the problem of cloud detection in satellite imagery and a number of cloud masking algorithms have been developed for optical sensors but very few studies have carried out quantitative intercomparison of state-of-the-art methods in this domain. This paper summarizes results of the first Cloud Masking Intercomparison eXercise (CMIX) conducted within the Committee Earth Observation Satellites (CEOS) Working Group on Calibration & Validation (WGCV). CEOS is the forum for space agency coordination and cooperation on Earth observations, with activities organized under working groups. CMIX, as one such activity, is an international collaborative effort aimed at intercomparing cloud detection algorithms for moderate-spatial resolution (10–30 m) spaceborne optical sensors. The focus of CMIX is on open and free imagery acquired by the Landsat 8 (NASA/USGS) and Sentinel-2 (ESA) missions. Ten algorithms developed by nine teams from fourteen different organizations representing universities, research centers and industry, as well as space agencies (CNES, ESA, DLR, and NASA), are evaluated within the CMIX. Those algorithms vary in their approach and concepts utilized which were based on various spectral properties, spatial and temporal features, as well as machine learning methods. Algorithm outputs are evaluated against existing reference cloud mask datasets. Those datasets vary in sampling methods, geographical distribution, sample unit (points, polygons, full image labels), and generation approaches (experts, machine learning, sky images). Overall, the performance of algorithms varied depending on the reference dataset, which can be attributed to differences in how the reference datasets were produced. The algorithms were in good agreement for thick cloud detection, which were opaque and had lower uncertainties in their identification, in contrast to thin/semi-transparent clouds detection. Not only did CMIX allow identification of strengths and weaknesses of existing algorithms and potential areas of improvements, but also the problems associated with the existing reference datasets. The paper concludes with recommendations on generating new reference datasets, metrics, and an analysis framework to be further exploited and additional input datasets to be considered by future CMIX activities. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.112990}, url = {https://doi.org/10.1016/j.rse.2022.112990}, year = {2022}, type = {Journal Article} } @article{12121, author = {Skidmore, A. K. and Coops, N. C. and Neinavaz, E. and Ali, A. and Schaepman, M. E. and Paganini, M. and Kissling, W. D. and Vihervaara, P. and Darvishzadeh, R. and Feilhauer, H. and Fernandez, M. and Fernández, N. and Gorelick, N. and Geijzendorffer, I. and Heiden, U. and Heurich, M. and Hobern, D. and Holzwarth, S. and Muller-Karger, F. E. and Van De Kerchove, R. and Lausch, A. and Leitão, P. J. and Lock, M. C. and Mücher, C. A. and O’Connor, B. and Rocchini, D. and Turner, W. and Vis, J. K. and Wang, T. and Wegmann, M. and Wingate, V.}, title = {Author Correction—Priority list of biodiversity metrics to observe from space (Nature Ecology & Evolution, (2021), 10.1038/s41559-021-01451-x)}, journal = {Nature Ecology and Evolution}, volume = {5}, pages = {1046–1046}, DOI = {10.1038/s41559-021-01492-2}, url = {https://doi.org/10.1038/s41559-021-01492-2}, year = {2021}, type = {Journal Article} } @article{12142, author = {Skidmore, A. K. and Coops, N. C. and Neinavaz, E. and Ali, A. and Schaepman, M. E. and Paganini, M. and Kissling, W. D. and Vihervaara, P. and Darvishzadeh, R. and Feilhauer, H. and Fernandez, M. and Fernández, N. and Gorelick, N. and Geizendorffer, I. and Heiden, U. and Heurich, M. and Hobern, D. and Holzwarth, S. and Muller-Karger, F. E. and Van De Kerchove, R. and Lausch, A. and Leitão, P. J. and Lock, M. C. and Mücher, C. A. and O’Connor, B. and Rocchini, D. and Turner, W. and Vis, J. K. and Wang, T. and Wegmann, M. and Wingate, V.}, title = {Priority list of biodiversity metrics to observe from space}, journal = {Nature Ecology and Evolution}, volume = {5}, pages = {896–906}, DOI = {10.1038/s41559-021-01451-x}, url = {https://doi.org/10.1038/s41559-021-01451-x}, year = {2021}, type = {Journal Article} } @article{8573, author = {Skidmore, A. K. and Pettorelli, N. and Coops, N. C. and Geller, G. N. and Hansen, M.C. and Lucas, R. and Mücher, C. A. and O'Connor, B. and Paganini, M. and Pereira, H. M. and Schaepman, M. E. and Turner, W. and Wang, T. and Wegmann, M.}, title = {Environmental science—Agree on biodiversity metrics to track from space}, journal = {Nature}, volume = {523}, number = {7561}, pages = {403–405}, DOI = {10.1038/523403a}, url = {https://doi.org/10.1038/523403a}, year = {2015}, type = {Journal Article} } @article{8111, author = {Skole, D. L.}, title = {A land cover change monitoring program—Strategy for an international effort}, journal = {Mitigation and Adaptation Strategies for Global Change}, volume = {2}, number = {2–3}, pages = {157–175}, DOI = {10.1007/BF02437201}, url = {https://doi.org/10.1007/BF02437201}, year = {1997}, type = {Journal Article} } @article{8846, author = {Skole, D. L.}, title = {Geography as a great intellectual melting pot and the preeminent interdisciplinary environmental discipline}, journal = {Annals of the American Association of Geographers}, volume = {94}, number = {4}, pages = {739–743}, DOI = {10.1111/j.1467-8306.2004.00429.x}, url = {https://doi.org/10.1111/j.1467-8306.2004.00429.x}, year = {2004}, type = {Journal Article} } @article{12244, author = {Skole, D. L. and Mbow, C. and Mugabowindekwe, M. and Brandt, M. S. and Samek, J. H.}, title = {Trees outside of forests as natural climate solutions}, journal = {Nature Climate Change}, volume = {11}, pages = {1013–1016}, DOI = {10.1038/s41558-021-01230-3}, url = {https://doi.org/10.1038/s41558-021-01230-3}, year = {2021}, type = {Journal Article} } @inbook{5330, author = {Skole, D. L. and Samek, J. H. and Chomentowski, W. and Smalligan, M.}, title = {Forests, carbon, and the global environment—New directions in research}, booktitle = {Land use and the carbon cycle—Advances in integrated science, management, and policy}, editor = {Brown, D.G. and Robinson, D.T. and French, N.H.F. and Reed, B.C.}, connective phrase = {Forests, carbon, and the global environment—New directions in research}, publisher = {Cambridge University Press}, place published = {New York, N.Y.}, chapter = {chap. 20}, pages = {505–522}, DOI = {10.1017/CBO9780511894824.026}, url = {https://doi.org/10.1017/CBO9780511894824.026}, year = {2009}, type = {Book Section} } @article{12240, author = {Skole, D. L. and Samek, J. H. and Dieng, M. and Mbow, C.}, title = {The contribution of trees outside of forests to landscape carbon and climate change mitigation in West Africa}, journal = {Forests}, volume = {12}, number = {12}, DOI = {10.3390/f12121652}, url = {https://doi.org/10.3390/f12121652}, year = {2021}, type = {Journal Article} } @article{12152, author = {Skole, D. L. and Samek, J. H. and Mbow, C. and Chirwa, M. and Ndalowa, D. and Tumeo, T. and Kachamba, D. and Kamoto, J. and Chioza, A. and Kamangadazi, F.}, title = {Direct measurement of forest degradation rates in Malawi—Toward a national forest monitoring system to support redd+}, journal = {Forests}, volume = {12}, number = {4}, DOI = {10.3390/f12040426}, url = {https://doi.org/10.3390/f12040426}, year = {2021}, type = {Journal Article} } @article{8616, author = {Skole, D. L. and Samek, J. H. and Smalligan, M. J.}, title = {Implications of allometry}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {108}, number = {4}, DOI = {10.1073/pnas.1015854108}, url = {https://doi.org/10.1073/pnas.1015854108}, year = {2011}, type = {Journal Article} } @article{8445, author = {Slater, P. N. and Biggar, S. F. and Palmer, J. M. and Thome, K. J.}, title = {Unified approach to absolute radiometric calibration in the solar-reflective range}, journal = {Remote Sensing of Environment}, volume = {77}, number = {3}, pages = {293–303}, DOI = {10.1016/S0034-4257(01)00210-3}, url = {https://doi.org/10.1016/S0034-4257(01)00210-3}, year = {2001}, type = {Journal Article} } @article{8895, author = {Slater, P. N. and Biggar, S. F. and Thome, K. J. and Gellman, D. I. and Spyak, P. R.}, title = {Vicarious radiometric calibrations of EOS sensors}, journal = {Journal of Atmospheric and Oceanic Technology}, volume = {13}, number = {2}, pages = {349–359}, DOI = {10.1175/1520-0426(1996)013<0349:VRCOES>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0426(1996)013<0349:VRCOES>2.0.CO;2}, year = {1996}, type = {Journal Article} } @article{8742, author = {Sleeter, B. M. and Liu, J. and Daniel, C. and Rayfield, B. and Sherba, J. and Hawbaker, T. J. and Zhu, Z. and Selmants, P. C. and Loveland, T. R.}, title = {Effects of contemporary land-use and land-cover change on the carbon balance of terrestrial ecosystems in the United States}, journal = {Environmental Research Letters}, volume = {13}, number = {4}, DOI = {10.1088/1748-9326/aab540}, url = {https://doi.org/10.1088/1748-9326/aab540}, year = {2018}, type = {Journal Article} } @article{69, author = {Sleeter, B. M. and Sohl, T. L. and Loveland, T. R. and Auch, R. F. and Acevedo, W. and Drummond, M. A. and Sayler, K. L. and Stehman, S. V.}, title = {Land-cover change in the conterminous United States from 1973 to 2000}, journal = {Global Environmental Change}, volume = {23}, number = {4}, pages = {733–748}, DOI = {10.1016/j.gloenvcha.2013.03.006}, url = {https://doi.org/10.1016/j.gloenvcha.2013.03.006}, year = {2013}, type = {Journal Article} } @article{11, author = {Smith, A. M. S. and Tinkham, W. T. and Roy, D. P. and Boschetti, L. and Kremens, R. L. and Kumar, S. S. and Sparks, A. M. and Falkowski, M. J.}, title = {Quantification of fuel moisture effects on biomass consumed derived from fire radiative energy retrievals}, journal = {Geophysical Research Letters}, volume = {40}, number = {23}, pages = {6298–6302}, DOI = {10.1002/2013GL058232}, url = {https://doi.org/10.1002/2013GL058232}, year = {2013}, type = {Journal Article} } @article{624, author = {Smith, A. M. S. and Wynne, R. H. and Coops, N.}, title = {Introduction to Special Issue - Remote characterization of vegetation structure and productivity—Plant to landscape scales}, journal = {Canadian Journal of Remote Sensing}, volume = {34}, number = {Suppl. 2}, pages = {iii–vi}, DOI = {10.5589/m08-907}, url = {https://doi.org/10.5589/m08-907}, year = {2008}, type = {Journal Article} } @article{909, author = {Smith, B. E. and Raymond, C. F. and Scambos, T.A.}, title = {Anisotropic texture of ice sheet surfaces}, journal = {Journal of Geophysical Research Earth Surface}, volume = {111}, number = {1}, DOI = {10.1029/2005JF000393}, url = {https://doi.org/10.1029/2005JF000393}, year = {2006}, type = {Journal Article} } @misc{7716, author = {Smith, Jody and Thome, Kurtis J. and Crowther, Blake and Biggar, Stuart}, title = {Field evaluation of a diffuse to global irradiance meter for vicarious calibration}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {663–665}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.699544}, url = {https://doi.org/10.1109/IGARSS.1998.699544}, year = {1998}, type = {Conference Paper} } @article{8579, author = {Smith, J. A. and Andersen, T. J. and Shortt, M. and Gaffney, A. M. and Truffer, M. and Stanton, T. P. and Bindschadler, R.A. and Dutrieux, P. and Jenkins, A. and Hillenbrand, C. D. and Ehrmann, W. and Corr, H. F. J. and Farley, N. and Crowhurst, S. and Vaughan, D. G.}, title = {Sub-ice-shelf sediments record history of twentieth-century retreat of Pine Island Glacier}, journal = {Nature}, volume = {541}, number = {7635}, pages = {77–80}, DOI = {10.1038/nature20136}, url = {https://doi.org/10.1038/nature20136}, year = {2017}, type = {Journal Article} } @article{294, author = {Smith, L. C. and Beilman, D. W. and Kremenetski, K. V. and Sheng, Y. and MacDonald, G. M. and Lammers, R. B. and Shiklomanov, A. I. and Lapshina, E. D.}, title = {Influence of permafrost on water storage in West Siberian peatlands revealed from a new database of soil properties}, journal = {Permafrost and Periglacial Processes}, volume = {23}, number = {1}, pages = {69–79}, DOI = {10.1002/ppp.735}, url = {https://doi.org/10.1002/ppp.735}, year = {2012}, type = {Journal Article} } @article{8625, author = {Smith, L. C. and Chu, V. W. and Yang, K. and Gleason, C. J. and Pitcher, L. H. and Rennermalm, A. K. and Legleiter, C. J. and Behar, A. E. and Overstreet, B. T. and Moustafa, S. E. and Tedesco, M. and Forster, R. R. and LeWinter, A. L. and Finnegan, D. C. and Sheng, Y. and Balog, J.}, title = {Efficient meltwater drainage through supraglacial streams and rivers on the southwest Greenland ice sheet}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {112}, number = {4}, pages = {1001–1006}, DOI = {10.1073/pnas.1413024112}, url = {https://doi.org/10.1073/pnas.1413024112}, year = {2015}, type = {Journal Article} } @article{1119, author = {Smith, L. C. and MacDonald, G. M. and Velichko, A. A. and Beilman, D. W. and Borisova, O. K. and Frey, K. E. and Kremenetski, K. V. and Sheng, Y.}, title = {Siberian peatlands a net carbon sink and global methane source since the early Holocene}, journal = {Science}, volume = {303}, number = {5656}, pages = {353–356}, DOI = {10.1126/science.1090553}, url = {https://doi.org/10.1126/science.1090553}, year = {2004}, type = {Journal Article} } @article{10515, author = {Smith, L. C. and Sheng, Y. and Forster, R. R. and Steffen, K. and Frey, K. E. and Alsdorf, D. E.}, title = {Melting of small Arctic ice caps observed from ERS scatterometer time series}, journal = {Geophysical Research Letters}, volume = {30}, number = {20}, pages = {CRY 2–1 – CRY 2–4}, DOI = {10.1029/2003GL017641}, url = {https://doi.org/10.1029/2003GL017641}, year = {2003}, type = {Journal Article} } @article{815, author = {Smith, L. C. and Sheng, Y. and MacDonald, G. M.}, title = {A first pan-arctic assessment of the influence of glaciation, permafrost, topography and peatlands on northern hemisphere lake distribution}, journal = {Permafrost and Periglacial Processes}, volume = {18}, number = {2}, pages = {201–208}, DOI = {10.1002/ppp.581}, url = {https://doi.org/10.1002/ppp.581}, year = {2007}, type = {Journal Article} } @article{998, author = {Smith, L. C. and Sheng, Y. and MacDonald, G. M. and Hinzman, L. D.}, title = {Atmospheric science—Disappearing arctic lakes}, journal = {Science}, volume = {308}, number = {5727}, pages = {1429–1429}, DOI = {10.1126/science.1108142}, url = {https://doi.org/10.1126/science.1108142}, year = {2005}, type = {Journal Article} } @article{904, author = {Smith, L. C. and Sheng, Y. and Magilligan, F. J. and Smith, N. D. and Gomez, B. and Mertes, L. A. K. and Krabill, W. B. and Garvin, J. B.}, title = {Geomorphic impact and rapid subsequent recovery from the 1996 Skeiðarársandur jökulhlaup, Iceland, measured with multi-year airborne lidar}, journal = {Geomorphology}, volume = {75}, number = {1-2 SPEC. ISS.}, pages = {65–75}, DOI = {10.1016/j.geomorph.2004.01.012}, url = {https://doi.org/10.1016/j.geomorph.2004.01.012}, year = {2006}, type = {Journal Article} } @article{8701, author = {Smith, P. S. and Schmidt, G. D. and Allen, R. G. and Hines, D. C.}, title = {Hubble Space Telescope and ground-based observations of I ZW 1 and MRK 486 and the variability of polarization in radio-quiet active galactic nuclei}, journal = {Astrophysical Journal}, volume = {488}, number = {1 pt. 1}, pages = {202–215}, DOI = {10.1086/304669}, url = {https://doi.org/10.1086/304669}, year = {1997}, type = {Journal Article} } @article{12154, author = {Snow, T. and Straneo, F. and Holte, J. and Grigsby, S. and Abdalati, W. and Scambos, T.}, title = {More than skin deep—Sea surface temperature as a means of inferring Atlantic water variability on the southeast Greenland continental shelf near Helheim Glacier}, journal = {Journal of Geophysical Research Oceans}, volume = {126}, number = {4}, DOI = {10.1029/2020JC016509}, url = {https://doi.org/10.1029/2020JC016509}, year = {2021}, type = {Journal Article} } @article{10983, author = {Snyder, K. A. and Huntington, J. L. and Wehan, B. L. and Morton, C. G. and Stringham, T. K.}, title = {Comparison of Landsat and land-based phenology camera Normalized Difference Vegetation Index (NDVI) for dominant plant communities in the Great Basin}, journal = {Sensors}, volume = {19}, number = {5}, DOI = {10.3390/s19051139}, url = {https://doi.org/10.3390/s19051139}, year = {2019}, type = {Journal Article} } @article{3606, author = {Snyder, K. A. and Wehan, B. L. and Filippa, G. and Huntington, J. L. and Stringham, T. K. and Snyder, D. K.}, title = {Extracting plant phenology metrics in a great basin watershed—Methods and considerations for quantifying phenophases in a cold desert}, journal = {Sensors}, volume = {16}, number = {11}, DOI = {10.3390/s16111948}, url = {https://doi.org/10.3390/s16111948}, year = {2016}, type = {Journal Article} } @misc{10235, author = {Sobrino, J. A. and Dempere-Marco, L. and Vermote, E. F. and Cuenca, J.}, title = {Correction for aerosol effects on satellite sea surface temperature measurements}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3495}, pages = {379–387}, month = {21–25 September 1998}, note = {READY}, DOI = {10.1117/12.332693}, url = {https://doi.org/10.1117/12.332693}, year = {1998}, type = {Conference Paper} } @article{68, author = {Sobrino, J. A. and Franch, B. and Oltra-Carrió, R. and Vermote, E. F. and Fedele, E.}, title = {Evaluation of the MODIS Albedo product over a heterogeneous agricultural area}, journal = {International Journal of Remote Sensing}, volume = {34}, number = {15}, pages = {5530–5540}, DOI = {10.1080/01431161.2013.792968}, url = {https://doi.org/10.1080/01431161.2013.792968}, year = {2013}, type = {Journal Article} } @article{11826, author = {Sogacheva, L. and Popp, T. and Sayer, A. M. and Dubovik, O. and Garay, M. J. and Heckel, A. and Christina Hsu, N. and Jethva, H. and Kahn, R. A. and Kolmonen, P. and Kosmale, M. and De Leeuw, G. and Levy, R. C. and Litvinov, P. and Lyapustin, A. and North, P. and Torres, O. and Arola, A.}, title = {Merging regional and global aerosol optical depth records from major available satellite products}, journal = {Atmospheric Chemistry and Physics}, volume = {20}, number = {4}, pages = {2031–2056}, DOI = {10.5194/acp-20-2031-2020}, url = {https://doi.org/10.5194/acp-20-2031-2020}, year = {2020}, type = {Journal Article} } @article{10561, author = {Sohl, T. L. and Dwyer, J. L.}, title = {North american landscape characterization project—The production of a continental scale three-decade Landsat data set}, journal = {Geocarto International}, volume = {13}, number = {3}, pages = {43–51}, DOI = {10.1080/10106049809354651}, url = {https://doi.org/10.1080/10106049809354651}, year = {1998}, type = {Journal Article} } @article{10641, author = {Sohl, T. L. and Gallant, A. L. and Loveland, T. R.}, title = {The characteristics and interpretability of land surface change and implications for project design}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {70}, number = {4}, pages = {439–448}, DOI = {10.14358/PERS.70.4.439}, url = {https://doi.org/10.14358/PERS.70.4.439}, year = {2004}, type = {Journal Article} } @misc{10179, author = {Sohl, Terry L. and Loveland, Thomas R. and Sayler, Kristi L. and Gallant, Alisa L. and Auch, Roger and Napton, Darrell}, title = {The Land Cover Trends Project—A strategy for monitoring land cover change at a national scale}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2002–2004}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.858245}, url = {https://doi.org/10.1109/IGARSS.2000.858245}, year = {2000}, type = {Conference Paper} } @article{505, author = {Sohl, T. L. and Loveland, T. R. and Sleeter, B. M. and Sayler, K. L. and Barnes, C. A.}, title = {Addressing foundational elements of regional land-use change forecasting}, journal = {Landscape Ecology}, volume = {25}, number = {2}, pages = {233–247}, DOI = {10.1007/s10980-009-9391-3}, url = {https://doi.org/10.1007/s10980-009-9391-3}, year = {2010}, type = {Journal Article} } @article{8695, author = {Sohl, T. L. and Sayler, K. L. and Drummond, M. A. and Loveland, T. R.}, title = {The fore-sce model—A practical approach for projecting land cover change using scenario-based modeling}, journal = {Journal of Land Use Science}, volume = {2}, number = {2}, pages = {103–126}, DOI = {10.1080/17474230701218202}, url = {https://doi.org/10.1080/17474230701218202}, year = {2007}, type = {Journal Article} } @article{8225, author = {Sohl, T. L. and Wimberly, M. C. and Radeloff, V. C. and Theobald, D. M. and Sleeter, B. M.}, title = {Divergent projections of future land use in the United States arising from different models and scenarios}, journal = {Ecological Modelling}, volume = {337}, pages = {281–297}, DOI = {10.1016/j.ecolmodel.2016.07.016}, url = {https://doi.org/10.1016/j.ecolmodel.2016.07.016}, year = {2016}, type = {Journal Article} } @article{12382, author = {Song, C. and Fan, C. and Zhu, J. and Wang, J. and Sheng, Y. and Liu, K. and Chen, T. and Zhan, P. and Luo, S. and Yuan, C. and Ke, L.}, title = {A comprehensive geospatial database of nearly 100 000 reservoirs in China}, journal = {Earth System Science Data}, volume = {14}, number = {9}, pages = {4017–4034}, abstract = {With rapid population growth and socioeconomic development over the last century, a great number of dams/reservoirs have been constructed globally to meet various needs. China has strong economical and societal demands for constructing dams and reservoirs. The official statistics reported more than 98 000 dams/reservoirs in China, including nearly 40 % of the world's largest dams. Despite the availability of several global-scale dam/reservoir databases (e.g., the Global Reservoir and Dam database (GRanD), the GlObal geOreferenced Database of Dams (GOODD), and the Georeferenced global Dams And Reservoirs (GeoDAR)), these databases have insufficient coverage of the reservoirs in China, especially for small or newly constructed ones. The lack of reservoir information impedes the estimation of water budgets and the evaluation of dam impacts on hydrologic and nutrient fluxes for China and its downstream countries. Therefore, we presented the China Reservoir Dataset (CRD), which contains 97 435 reservoir polygons and fundamental attribute information (e.g., name and storage capacity) based on existing dam/reservoir products, national basic geographic datasets, multi-source open map data, and multi-level governmental yearbooks and databases. The reservoirs compiled in the CRD have a total maximum water inundation area of 50 085.21 km2 and a total storage capacity of about 979.62 km3 (924.96-1060.59 km3). The quantity of reservoirs decreases from the southeast to the northwest, and the density hotspots mainly occur in hilly regions and large plains, with the Yangtze River basin dominating in reservoir count, area, and storage capacity. We found that these spatial accumulations of reservoirs are closely related to China's socioeconomic development and the implementation of major policies. Finally, we presented the comparison of the CRD with GOODD, GeoDAR, and GRanD databases. The CRD has significantly increased the reservoir count, area, and storage capacity in China, especially for reservoirs smaller than 1 km2. The CRD database provides more comprehensive reservoir spatial and attribute information and is expected to benefit water resources managements and the understanding of ecological and environmental impacts of dams across China and its affected transboundary basins. The CRD database is publicly available at 10.5281/zenodo.6984619 (Song et al., 2022). © 2022 Chunqiao Song et al.}, DOI = {10.5194/essd-14-4017-2022}, url = {https://doi.org/10.5194/essd-14-4017-2022}, year = {2022}, type = {Journal Article} } @article{828, author = {Song, C. and Schroeder, T. A. and Cohen, W. B.}, title = {Predicting temperate conifer forest successional stage distributions with multitemporal Landsat Thematic Mapper imagery}, journal = {Remote Sensing of Environment}, volume = {106}, number = {2}, pages = {228–237}, DOI = {10.1016/j.rse.2006.08.008}, url = {https://doi.org/10.1016/j.rse.2006.08.008}, year = {2007}, type = {Journal Article} } @article{3367, author = {Song, C. and Sheng, Y.}, title = {Contrasting evolution patterns between glacier-fed and non-glacier-fed lakes in the Tanggula Mountains and climate cause analysis}, journal = {Climatic Change}, volume = {135}, number = {3}, pages = {493–507}, DOI = {10.1007/s10584-015-1578-9}, url = {https://doi.org/10.1007/s10584-015-1578-9}, year = {2016}, type = {Journal Article} } @article{3527, author = {Song, C. and Sheng, Y. and Ke, L. and Nie, Y. and Wang, J.}, title = {Glacial lake evolution in the southeastern Tibetan Plateau and the cause of rapid expansion of proglacial lakes linked to glacial-hydrogeomorphic processes}, journal = {Journal of Hydrology}, volume = {540}, pages = {504–514}, DOI = {10.1016/j.jhydrol.2016.06.054}, url = {https://doi.org/10.1016/j.jhydrol.2016.06.054}, year = {2016}, type = {Journal Article} } @article{3593, author = {Song, C. and Sheng, Y. and Wang, J. and Ke, L. and Madson, A. and Nie, Y.}, title = {Heterogeneous glacial lake changes and links of lake expansions to the rapid thinning of adjacent glacier termini in the Himalayas}, journal = {Geomorphology}, volume = {280}, pages = {30–38}, DOI = {10.1016/j.geomorph.2016.12.002}, url = {https://doi.org/10.1016/j.geomorph.2016.12.002}, year = {2017}, type = {Journal Article} } @article{11054, author = {Song, C. and Sheng, Y. and Zhan, S. and Wang, J. and Ke, L. and Liu, K.}, title = {Impact of amplified evaporation due to lake expansion on the water budget across the inner Tibetan Plateau}, journal = {International Journal of Climatology}, volume = {40}, number = {4}, pages = {2091–2105}, DOI = {10.1002/joc.6320}, url = {https://doi.org/10.1002/joc.6320}, year = {2020}, type = {Journal Article} } @article{1219, author = {Song, C. and Woodcock, C. E.}, title = {The spatial manifestation of forest succession in optical imagery—The potential of multiresolution imagery}, journal = {Remote Sensing of Environment}, volume = {82}, number = {2–3}, pages = {271–284}, DOI = {10.1016/S0034-4257(02)00045-7}, url = {https://doi.org/10.1016/S0034-4257(02)00045-7}, year = {2002}, type = {Journal Article} } @article{10638, author = {Song, C. and Woodcock, C. E.}, title = {Estimating Tree Crown Size from Multiresolution Remotely Sensed Imagery}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {69}, number = {11}, pages = {1263–1270}, DOI = {10.14358/PERS.69.11.1263}, url = {https://doi.org/10.14358/PERS.69.11.1263}, year = {2003}, type = {Journal Article} } @article{1143, author = {Song, C. and Woodcock, C. E.}, title = {Monitoring forest succession with multitemporal Landsat images—Factors of uncertainty}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {41}, number = {11 pt. 1}, pages = {2557–2567}, DOI = {10.1109/TGRS.2003.818367}, url = {https://doi.org/10.1109/TGRS.2003.818367}, year = {2003}, type = {Journal Article} } @article{1168, author = {Song, C. and Woodcock, C. E.}, title = {A regional forest ecosystem carbon budget model—Impacts of forest age structure and landuse history}, journal = {Ecological Modelling}, volume = {164}, number = {1}, pages = {33–47}, DOI = {10.1016/S0304-3800(03)00013-9}, url = {https://doi.org/10.1016/S0304-3800(03)00013-9}, year = {2003}, type = {Journal Article} } @misc{10131, author = {Song, C. and Woodcock, C. E. and Li, X.}, title = {Manifestation of forest succession in optical imagery}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2230–2232}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.977958}, url = {https://doi.org/10.1109/IGARSS.2001.977958}, year = {2001}, type = {Conference Paper} } @article{1220, author = {Song, C. and Woodcock, C. E. and Li, X.}, title = {The spectral/temporal manifestation of forest succession in optical imagery—The potential of multitemporal imagery}, journal = {Remote Sensing of Environment}, volume = {82}, number = {2–3}, pages = {285–302}, DOI = {10.1016/S0034-4257(02)00046-9}, url = {https://doi.org/10.1016/S0034-4257(02)00046-9}, year = {2002}, type = {Journal Article} } @article{1303, author = {Song, C. and Woodcock, C. E. and Seto, K. C. and Lenney, M. P. and Macomber, S. A.}, title = {Classification and change detection using Landsat TM data—When and how to correct atmospheric effects?}, journal = {Remote Sensing of Environment}, volume = {75}, number = {2}, pages = {230–244}, DOI = {10.1016/S0034-4257(00)00169-3}, url = {https://doi.org/10.1016/S0034-4257(00)00169-3}, year = {2001}, type = {Journal Article} } @article{3366, author = {Song, C. and Ye, Q. and Sheng, Y. and Gong, T.}, title = {Combined ICESat and CryoSat-2 altimetry for accessing water level dynamics of Tibetan lakes over 2003-2014}, journal = {Water}, volume = {7}, number = {9}, pages = {4685–4700}, DOI = {10.3390/w7094685}, url = {https://doi.org/10.3390/w7094685}, year = {2015}, type = {Journal Article} } @article{12174, author = {Song, X. P. and Hansen, M. C. and Potapov, P. and Adusei, B. and Pickering, J. and Adami, M. and Lima, A. and Zalles, V. and Stehman, S. V. and Di Bella, C. M. and Conde, M. C. and Copati, E. J. and Fernandes, L. B. and Hernandez-Serna, A. and Jantz, S. M. and Pickens, A. H. and Turubanova, S. and Tyukavina, A.}, title = {Massive soybean expansion in South America since 2000 and implications for conservation}, journal = {Nature Sustainability}, volume = {4}, pages = {784–792}, DOI = {10.1038/s41893-021-00729-z}, url = {https://doi.org/10.1038/s41893-021-00729-z}, year = {2021}, type = {Journal Article} } @article{11317, author = {Song, X. P. and Hansen, M. C. and Stehman, S. V. and Potapov, P. V. and Tyukavina, A. and Vermote, E. F. and Townshend, J. R.}, title = {Correction—Global land change from 1982 to 2016 (Nature, (2018), 560, 7720, (639-643), 10.1038/s41586-018-0411-9)}, journal = {Nature}, volume = {563}, number = {7732}, pages = {E26–E26}, DOI = {10.1038/s41586-018-0573-5}, url = {https://doi.org/10.1038/s41586-018-0573-5}, year = {2018}, type = {Journal Article} } @article{10680, author = {Song, X. P. and Hansen, M. C. and Stehman, S. V. and Potapov, P. V. and Tyukavina, A. and Vermote, E. F. and Townshend, J. R.}, title = {Global land change from 1982 to 2016}, journal = {Nature}, volume = {560}, number = {7720}, pages = {639–643}, DOI = {10.1038/s41586-018-0411-9}, url = {https://doi.org/10.1038/s41586-018-0411-9}, year = {2018}, type = {Journal Article} } @article{8972, author = {Song, X. P. and Huang, C. and Saatchi, S. S. and Hansen, M. C. and Townshend, J. R.}, title = {Annual carbon emissions from deforestation in the Amazon basin between 2000 and 2010}, journal = {PLoS ONE}, volume = {10}, number = {5}, DOI = {10.1371/journal.pone.0126754}, url = {https://doi.org/10.1371/journal.pone.0126754}, year = {2015}, type = {Journal Article} } @article{12377, author = {Song, X. P. and Li, H. and Potapov, P. and Hansen, M. C.}, title = {Annual 30 m soybean yield mapping in Brazil using long-term satellite observations, climate data and machine learning}, journal = {Agricultural and Forest Meteorology}, volume = {326}, abstract = {Long-term spatially explicit information on crop yield is essential for understanding food security in a changing climate. Here we present a study that combines twenty-years of Landsat and MODIS data, climate and weather records, municipality-level crop yield statistics, random forests and linear regression models for mapping crop yield in a multi-temporal, multi-scale modeling framework. The study was conducted for soybean in Brazil. Using a recently developed 30 m resolution, annual (2001–2019) soybean classification map product, we aggregated multi-temporal phenological metrics derived from Landsat and MODIS data over soybean pixels to the municipality scale. We combined phenological metrics with topographic features, long-term climate data, in-season weather data and soil variables as inputs to machine learning models. We trained a multi-year random forests model using yield statistics as reference and subsequently applied linear regression to adjust the biases in the direct output of the random forests model. This model combination achieved the best performance with a root-mean-square-error (RMSE) of 344 kg/ha (12% relative to long-term mean yield) and an r2 of 0.69, on the basis of 20% withheld test data. The RMSE of the leave-one-year-out model assessment ranged from 259 kg/ha to 816 kg/ha. To eliminate the artifacts caused by the coarse-resolution climate and weather data, we developed multiple models with different categories of input variables. Employing the per-pixel uncertainty estimates of different models, the final soybean yield maps were produced through per-pixel model composition. We applied the models trained on 2001–2019 data to 2020 data and produced a soybean yield map for 2020, demonstrating the predictive capability of trained machine learning models for operational yield mapping in future years. Our research showed that combining satellite, climate and weather data and machine learning could effectively map crop yield at high resolution, providing critical information to understand yield growth, anomaly and food security. © 2022}, DOI = {10.1016/j.agrformet.2022.109186}, url = {https://doi.org/10.1016/j.agrformet.2022.109186}, year = {2022}, type = {Journal Article} } @article{8391, author = {Song, X. P. and Potapov, P. V. and Krylov, A. and King, L. and Di Bella, C. M. and Hudson, A. and Khan, A. and Adusei, B. and Stehman, S. V. and Hansen, M. C.}, title = {National-scale soybean mapping and area estimation in the United States using medium resolution satellite imagery and field survey}, journal = {Remote Sensing of Environment}, volume = {190}, pages = {383–395}, DOI = {10.1016/j.rse.2017.01.008}, url = {https://doi.org/10.1016/j.rse.2017.01.008}, year = {2017}, type = {Journal Article} } @article{366, author = {Sonnenschein, R. and Kuemmerle, T. and Udelhoven, T. and Stellmes, M. and Hostert, P.}, title = {Differences in Landsat-based trend analyses in drylands due to the choice of vegetation estimate}, journal = {Remote Sensing of Environment}, volume = {115}, number = {6}, pages = {1408–1420}, DOI = {10.1016/j.rse.2011.01.021}, url = {https://doi.org/10.1016/j.rse.2011.01.021}, year = {2011}, type = {Journal Article} } @article{8648, author = {Sorek-Hamer, M. and Broday, D. M. and Chatfield, R. and Esswein, R. and Stafoggia, M. and Lepeule, J. and Lyapustin, A.I. and Kloog, I.}, title = {Monthly analysis of PM ratio characteristics and its relation to AOD}, journal = {Journal of the Air and Waste Management Association}, volume = {67}, number = {1}, pages = {27–38}, DOI = {10.1080/10962247.2016.1208121}, url = {https://doi.org/10.1080/10962247.2016.1208121}, year = {2017}, type = {Journal Article} } @article{3627, author = {Soulard, C. E. and Acevedo, W. and Cohen, W. B. and Yang, Z. and Stehman, S. V. and Taylor, J. L.}, title = {Harmonization of forest disturbance datasets of the conterminous USA from 1986 to 2011}, journal = {Environmental Monitoring and Assessment}, volume = {189}, number = {4}, DOI = {10.1007/s10661-017-5879-5}, url = {https://doi.org/10.1007/s10661-017-5879-5}, year = {2017}, type = {Journal Article} } @article{907, author = {Souza, E. G. and Scharf, P. and Sudduth, K. A. and Hipple, J. D.}, title = {Using a field radiometer to estimate instantaneous sky clearness}, journal = {Revista Brasileira de Engenharia Agricola e Ambiental}, volume = {10}, number = {2}, pages = {369–373}, DOI = {10.1590/S1415-43662006000200018}, url = {https://doi.org/10.1590/S1415-43662006000200018}, year = {2006}, type = {Journal Article} } @article{488, author = {Soverel, N. O. and Coops, N. C. and White, J. C. and Wulder, M. A.}, title = {Characterizing the forest fragmentation of Canada's national parks}, journal = {Environmental Monitoring and Assessment}, volume = {164}, number = {1-4}, pages = {481–499}, DOI = {10.1007/s10661-009-0908-7}, url = {https://doi.org/10.1007/s10661-009-0908-7}, year = {2010}, type = {Journal Article} } @article{9292, author = {Sparn, T. P. and Rottman, G. and Woods, T. N. and Boyle, B. D. and Kohnert, R. and Ryan, S. and Davis, R. and Fulton, R. and Ochs, W.R.}, title = {The SORCE spacecraft and operations}, journal = {Solar Physics}, volume = {230}, number = {1-2 SPEC. ISS.}, pages = {71–89}, DOI = {10.1007/s11207-005-1584-6}, url = {https://doi.org/10.1007/s11207-005-1584-6}, year = {2005}, type = {Journal Article} } @misc{5674, author = {Speir, J. and Schott, J.R. and Goodenough, A. and Brown, S.}, title = {Validation of in-water 3D radiative transfer using DIRSIG}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, month = {14–16 June 2010}, note = {READY}, DOI = {10.1109/WHISPERS.2010.5594868}, url = {https://doi.org/10.1109/WHISPERS.2010.5594868}, year = {2010}, type = {Conference Paper} } @article{510, author = {Spies, T. A. and Miller, J. D. and Buchanan, J. B. and Lehmkuhl, J. F. and Franklin, J. F. and Healey, S. P. and Hessburg, P. F. and Safford, H. D. and Cohen, W. B. and Kennedy, R.E. S. H. and Knapp, E. E. and Agee, J. K. and Moeur, M.}, title = {Underestimating risks to the northern spotted owl in fire-prone forests—Response to hanson et al}, journal = {Conservation Biology}, volume = {24}, number = {1}, pages = {330–333}, DOI = {10.1111/j.1523-1739.2009.01414.x}, url = {https://doi.org/10.1111/j.1523-1739.2009.01414.x}, year = {2010}, type = {Journal Article} } @misc{7670, author = {Spyak, P. R. and LaMarr, J. H. and Thome, K. J.}, title = {Errors in laboratory measurements resulting from atmospheric absorption near 1380 nm}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3117}, pages = {208–216}, month = {27 July–1 August 1997}, note = {READY}, DOI = {10.1117/12.278922}, url = {https://doi.org/10.1117/12.278922}, year = {1997}, type = {Conference Paper} } @article{8936, author = {Spyak, P. R. and Lamarr, J. H. and Thome, K. J.}, title = {Atmospheric absorption in laboratory measurements—A comparison between MODTRAN3 and measurement}, journal = {Applied Optics}, volume = {37}, number = {25}, pages = {5797–5805}, DOI = {10.1364/AO.37.005797}, url = {https://doi.org/10.1364/AO.37.005797}, year = {1998}, type = {Journal Article} } @inbook{10805, author = {Srivastava, A. N. and Nemani, R. and Steinhaeuser, K.}, title = {Introduction}, booktitle = {Large-scale machine learning in the earth sciences}, connective phrase = {Introduction}, publisher = {Chapman and Hall/CRC}, place published = {New York, N.Y.}, pages = {xv–xviii}, DOI = {10.4324/9781315371740}, url = {https://doi.org/10.4324/9781315371740}, year = {2017}, type = {Book Section} } @book{8041, author = {Srivastava, A. N. and Nemani, R.R. and Steinhaeuser, K.}, title = {Large-scale machine learning in the Earth sciences}, publisher = {Chapman and Hall/CRC}, place published = {New York, N.Y.}, extent of work = {226}, DOI = {10.4324/9781315371740}, url = {https://doi.org/10.4324/9781315371740}, year = {2017}, type = {Book} } @article{10900, author = {Stafoggia, M. and Bellander, T. and Bucci, S. and Davoli, M. and de Hoogh, K. and de’ Donato, F. and Gariazzo, C. and Lyapustin, A. and Michelozzi, P. and Renzi, M. and Scortichini, M. and Shtein, A. and Viegi, G. and Kloog, I. and Schwartz, J.}, title = {Estimation of daily PM10 and PM2.5 concentrations in Italy, 2013–2015, using a spatiotemporal land-use random-forest model}, journal = {Environment International}, volume = {124}, pages = {170–179}, DOI = {10.1016/j.envint.2019.01.016}, url = {https://doi.org/10.1016/j.envint.2019.01.016}, year = {2019}, type = {Journal Article} } @article{8228, author = {Stafoggia, M. and Schwartz, J. and Badaloni, C. and Bellander, T. and Alessandrini, E. and Cattani, G. and de' Donato, F. and Gaeta, A. and Leone, G. and Lyapustin, A.I. and Sorek-Hamer, M. and de Hoogh, K. and Di, Q. and Forastiere, F. and Kloog, I.}, title = {Estimation of daily PM10 concentrations in Italy (2006–2012) using finely resolved satellite data, land use variables and meteorology}, journal = {Environment International}, volume = {99}, pages = {234–244}, DOI = {10.1016/j.envint.2016.11.024}, url = {https://doi.org/10.1016/j.envint.2016.11.024}, year = {2017}, type = {Journal Article} } @article{11776, author = {Ståhl, G. and Saarela, S. and Schnell, S. and Holm, S. and Breidenbach, J. and Healey, S. P. and Patterson, P. L. and Magnussen, S. and Næsset, E. and McRoberts, R. E. and Gregoire, T. G.}, title = {Use of models in large-area forest surveys—Comparing model-assisted, model-based and hybrid estimation}, journal = {Forest Ecosystems}, volume = {3}, number = {1}, DOI = {10.1186/s40663-016-0064-9}, url = {https://doi.org/10.1186/s40663-016-0064-9}, year = {2016}, type = {Journal Article} } @techreport{12230, author = {Stammerjohn, S. and Scambos, T.A. and Adusumilli, S. and Barreira, S. and Bernhard, G.H. and Bozkurt, D. and Bushinsky, S.M. and Clem, K.R. and Colwell, S. and Coy, L. and de Laat, J. and du Plessis, M.D. and Fogt, R.L. and Foppert, A. and Fricker, H.A. and Gardner, A.S. and Gille, S.T. and Gorte, T. and Johnson, B. and Keenan, E. and Kennett, D. and Keller, L.M. and Kramarova, N.A. and Lakkala, K. and Lazzara, M.A. and Lenaerts, J.T.M. and Lieser, J.L. and Li, Z. and Liu, H. and Long, C.S. and MacFerrin, M. and Maclennan, M.L. and Massom, R.A. and Mikolajczyk, D. and Montgomery, L. and Mote, T.L. and Nash, E.R. and Newman, P.A. and Petropavlovskikh, I. and Pitts, M. and Reid, P. and Rintoul, S.R. and Santee, M.L. and Shadwick, E.H. and Silvano, A. and Stierle, S. and Strahan, S. and Sutton, A.J. and Swart, S. and Tamsitt, V. and Tilbrook, B. and Wang, L. and Williams, N.L. and Yuan, X.}, section title = {Antarctica and the Southern Ocean}, report title = {State of the climate in 2020, Bulletin of the American Meteorological Society, v. 102, no. 8}, pages = {S317–S355}, type = {Report}, DOI = {10.1175/BAMS-D-21-0081.1}, url = {https://doi.org/10.1175/BAMS-D-21-0081.1}, year = {2021}, type = {Report} } @article{11981, author = {Stammerjohn, S. E. and Scambos, T. A.}, title = {Warming reaches the South Pole}, journal = {Nature Climate Change}, volume = {10}, pages = {710–711}, DOI = {10.1038/s41558-020-0827-8}, url = {https://doi.org/10.1038/s41558-020-0827-8}, year = {2020}, type = {Journal Article} } @article{2590, author = {Stanton, T. P. and Shaw, W. J. and Truffer, M. and Corr, H. F. J. and Peters, L. E. and Riverman, K. L. and Bindschadler, R.A. and Holland, D. M. and Anandakrishnan, S.}, title = {Channelized ice melting in the ocean boundary layer beneath Pine Island Glacier, Antarctica}, journal = {Science}, volume = {341}, number = {6151}, pages = {1236–1239}, DOI = {10.1126/science.1239373}, url = {https://doi.org/10.1126/science.1239373}, year = {2013}, type = {Journal Article} } @article{8839, author = {Staver, A. C. and Hansen, M. C.}, title = {Analysis of stable states in global savannas—Is the CART pulling the horse? 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F.}, title = {Erratum—"Effects of doubled CO2 on tropical sea surface temperatures (SSTs) for onset of deep convection and maximum SST—Simulations based inferences" (Geophysical Research Letters (2008) vol. 35 10.1029/2008GL033872)}, journal = {Geophysical Research Letters}, volume = {35}, number = {18}, DOI = {10.1029/2008GL035702}, url = {https://doi.org/10.1029/2008GL035702}, year = {2008}, type = {Journal Article} } @article{3227, author = {Sueki, S. and Acharya, K. and Huntington, J.L. and Liebert, R. and Healey, J. and Jasoni, R. and Young, M.}, title = {Defoliation effects of Diorhabda carinulata on tamarisk evapotranspiration and groundwater levels}, journal = {Ecohydrology}, volume = {8}, number = {8}, pages = {1560–1571}, DOI = {10.1002/eco.1604}, url = {https://doi.org/10.1002/eco.1604}, year = {2015}, type = {Journal Article} } @article{77, author = {Suess, S. and van der Linden, S. and Leitão, P. J. and Okujeni, A. and Waske, B. and Hostert, P.}, title = {Import vector machines for quantitative analysis of hyperspectral data}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {11}, number = {2}, pages = {449–453}, DOI = {10.1109/LGRS.2013.2265102}, url = {https://doi.org/10.1109/LGRS.2013.2265102}, year = {2013}, type = {Journal Article} } @article{10685, author = {Suess, S. and van der Linden, S. and Okujeni, A. and Griffiths, P. and Leitão, P. J. and Schwieder, M. and Hostert, P.}, title = {Characterizing 32 years of shrub cover dynamics in southern Portugal using annual Landsat composites and machine learning regression modeling}, journal = {Remote Sensing of Environment}, volume = {219}, pages = {353–364}, DOI = {10.1016/j.rse.2018.10.004}, url = {https://doi.org/10.1016/j.rse.2018.10.004}, year = {2018}, type = {Journal Article} } @article{3318, author = {Suess, S. and Van Der Linden, S. and Okujeni, A. and Leitão, P. J. and Schwieder, M. and Hostert, P.}, title = {Using class probabilities to map gradual transitions in shrub vegetation from simulated EnMAP data}, journal = {Remote Sensing}, volume = {7}, number = {8}, pages = {10668–10688}, DOI = {10.3390/rs70810668}, url = {https://doi.org/10.3390/rs70810668}, year = {2015}, type = {Journal Article} } @article{398, author = {Sulla-Menashe, D. and Friedl, M. A. and Krankina, O. N. and Baccini, A. and Woodcock, C. E. and Sibley, A. and Sun, G. and Kharuk, V. and Elsakov, V.}, title = {Hierarchical mapping of Northern Eurasian land cover using MODIS data}, journal = {Remote Sensing of Environment}, volume = {115}, number = {2}, pages = {392–403}, DOI = {10.1016/j.rse.2010.09.010}, url = {https://doi.org/10.1016/j.rse.2010.09.010}, year = {2011}, type = {Journal Article} } @article{8384, author = {Sulla-Menashe, D. and Friedl, M. A. and Woodcock, C. E.}, title = {Sources of bias and variability in long-term Landsat time series over Canadian boreal forests}, journal = {Remote Sensing of Environment}, volume = {177}, pages = {206–219}, DOI = {10.1016/j.rse.2016.02.041}, url = {https://doi.org/10.1016/j.rse.2016.02.041}, year = {2016}, type = {Journal Article} } @article{35, author = {Sulla-Menashe, D. and Kennedy, R. E. and Yang, Z. and Braaten, J. and Krankina, O. N. and Friedl, M. A.}, title = {Detecting forest disturbance in the Pacific Northwest from MODIS time series using temporal segmentation}, journal = {Remote Sensing of Environment}, volume = {151}, pages = {114–123}, DOI = {10.1016/j.rse.2013.07.042}, url = {https://doi.org/10.1016/j.rse.2013.07.042}, year = {2014}, type = {Journal Article} } @article{3801, author = {Sulla-Menashe, D. and Woodcock, C. E. and Friedl, M. A.}, title = {Canadian boreal forest greening and browning trends—An analysis of biogeographic patterns and the relative roles of disturbance versus climate drivers}, journal = {Environmental Research Letters}, volume = {13}, number = {1}, DOI = {10.1088/1748-9326/aa9b88}, url = {https://doi.org/10.1088/1748-9326/aa9b88}, year = {2018}, type = {Journal Article} } @article{8627, author = {Sullivan, S. C. and Lee, D. and Oreopoulos, L. and Nenesa, A.}, title = {Role of updraft velocity in temporal variability of global cloud hydrometeor number}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {113}, number = {21}, pages = {5791–5796}, DOI = {10.1073/pnas.1514039113}, url = {https://doi.org/10.1073/pnas.1514039113}, year = {2016}, type = {Journal Article} } @article{3768, author = {Sumnall, M. and Fox, T. R. and Wynne, R. H. and Thomas, V. A.}, title = {Mapping the height and spatial cover of features beneath the forest canopy at small-scales using airborne scanning discrete return Lidar}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {133}, pages = {186–200}, DOI = {10.1016/j.isprsjprs.2017.10.002}, url = {https://doi.org/10.1016/j.isprsjprs.2017.10.002}, year = {2017}, type = {Journal Article} } @article{3519, author = {Sumnall, M. and Peduzzi, A. and Fox, T. R. and Wynne, R. H. and Thomas, V. A.}, title = {Analysis of a lidar voxel-derived vertical profile at the plot and individual tree scales for the estimation of forest canopy layer characteristics}, journal = {International Journal of Remote Sensing}, volume = {37}, number = {11}, pages = {2653–2681}, DOI = {10.1080/01431161.2016.1183833}, url = {https://doi.org/10.1080/01431161.2016.1183833}, year = {2016}, type = {Journal Article} } @article{3426, author = {Sumnall, M. and Peduzzi, A. and Fox, T. R. and Wynne, R. H. and Thomas, V. A. and Cook, B.}, title = {Assessing the transferability of statistical predictive models for leaf area index between two airborne discrete return LiDAR sensor designs within multiple intensely managed Loblolly pine forest locations in the south-eastern USA}, journal = {Remote Sensing of Environment}, volume = {176}, pages = {308–319}, DOI = {10.1016/j.rse.2016.02.012}, url = {https://doi.org/10.1016/j.rse.2016.02.012}, year = {2016}, type = {Journal Article} } @article{12284, author = {Sumnall, M. J. and Albaugh, T. J. and Carter, D. R. and Cook, R. L. and Hession, W. C. and Campoe, O. C. and Rubilar, R. A. and Wynne, R. H. and Thomas, V. A.}, title = {Effect of varied unmanned aerial vehicle laser scanning pulse density on accurately quantifying forest structure}, journal = {International Journal of Remote Sensing}, volume = {43}, number = {2}, pages = {721–750}, abstract = {Airborne laser scanning (ALS) is increasingly used to estimate various forest characteristics. Technological improvements in unmanned aerial vehicles (UAVs) and drone laser scanning (DLS) sensors have permitted the acquisition of high pulse density datasets. There is an assumption that higher pulse densities yield greater accuracies in estimating forest characteristics. In this study, we investigated the effect of pulse density (.25,.5, 1, 5, 10, 50, 100 and 300 pulses m−2) on the ability to delineate individual tree crowns (ITCs) and estimate ITC height and crown horizontal diameter, in addition to plot-level leaf area index (LAI). The current study took place in an experimentally varied Pinus taeda L. forest, which included three stem densities: (i) 618; (ii) 1236; and (iii) 1853 trees per hectare (TPH). ITCs were classified directly from the DLS point cloud for each of the pulse densities. The correct delineation of ITCs relative to field tree-coordinates was relatively consistent (±5%) for pulse densities of 5 to 300 pulses m−2. ITC delineation accuracy decreased with lower pulse densities. Planting stem density did impact ITC delineation accuracy. Higher pulse densities, plots with 618 TPH correctly classified ~88% of ITCs, and plots with the 1853 TPH correctly classified ~50% of ITCs. Estimates of tree height were largely unaffected by changes in tree density. Root mean square error (RMSE) for tree height varied from.5 to 2.5 m at pulse densities of 300 to.25 pulses m−2, respectively. Estimates of crown horizontal diameter varied with regard to both pulse and stem density from 1.2 (300 ppm−2 and 1853 TPH) to 4.2 m (.25 ppm−2 and 618 TPH). RMSE varied among stem densities from.6 to 1.2 m as pulse density decreased. There was significant difference in ITC delineation accuracy, particularly when considering stem density, and the estimates of tree height and crown horizontal diameter among the DLS pulse densities used. The accuracy of predicted LAI was largely unaffected by changes in pulse density, when pulse density was above.5 pulses m−2. There was little or no difference in estimates of LAI at these pulse densities. Our results suggest that low-density DLS data may be capable of estimating plot-level forest metrics reliably in some situations, however once the analysis scale is reduced to the individual-tree-level, the influence of pulse density is more substantial. The results here provide guidance to forest managers who must balance metric estimation accuracy and price when planning new ALS or DLS acquisitions. © 2022 Informa UK Limited, trading as Taylor & Francis Group.}, DOI = {10.1080/01431161.2021.2023229}, url = {https://doi.org/10.1080/01431161.2021.2023229}, year = {2022}, type = {Journal Article} } @article{3420, author = {Sumnall, M. J. and Fox, T. R. and Wynne, R. H. and Blinn, C. and Thomas, V. A.}, title = {Estimating leaf area index at multiple heights within the understorey component of Loblolly pine forests from airborne discrete-return lidar}, journal = {International Journal of Remote Sensing}, volume = {37}, number = {1}, pages = {78–99}, DOI = {10.1080/01431161.2015.1117683}, url = {https://doi.org/10.1080/01431161.2015.1117683}, year = {2016}, type = {Journal Article} } @article{12072, author = {Sumnall, M. J. and Trlica, A. and Carter, D. R. and Cook, R. L. and Schulte, M. L. and Campoe, O. C. and Rubilar, R. A. and Wynne, R. H. and Thomas, V. A.}, title = {Estimating the overstory and understory vertical extents and their leaf area index in intensively managed loblolly pine (Pinus taeda L.) plantations using airborne laser scanning}, journal = {Remote Sensing of Environment}, volume = {254}, DOI = {10.1016/j.rse.2020.112250}, url = {https://doi.org/10.1016/j.rse.2020.112250}, year = {2021}, type = {Journal Article} } @misc{9177, author = {Sun, G. and Hall, F. and Ni, W. and Fang, K. and Masek, J.G. and Fatoyinbo, T. and Peddle, D. and Hilker, T.}, title = {Forest parameters estimation from SAR and Landsat data using look-up table inversion}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {65–68}, month = {13–18 July 2014}, note = {READY}, DOI = {10.1109/IGARSS.2014.6946356}, url = {https://doi.org/10.1109/IGARSS.2014.6946356}, year = {2014}, type = {Conference Paper} } @misc{2050, author = {Sun, G. and Ni, W. and Hall, F. and Masek, J.G. and Fatoyinbo, T. and Peddle, D.}, title = {Retrieval of forest biophysical parameters using physically-based algorithms}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2621–2624}, month = {21–26 July 2013}, note = {READY}, DOI = {10.1109/IGARSS.2013.6723360}, url = {https://doi.org/10.1109/IGARSS.2013.6723360}, year = {2013}, type = {Conference Paper} } @misc{11727, author = {Sun, G. and Ranson, K. J. and Masek, J. and Fu, A. and Wang, D.}, title = {Predicting tree height and biomass from GLAS data}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXVI, pt. 7/C50}, pages = {1–4}, month = {12–14 March 2007}, note = {READY}, DOI = {https://www.isprs.org/proceedings/XXXVI/7-C50/papers/T30.pdf}, url = {https://www.isprs.org/proceedings/XXXVI/7-C50/papers/T30.pdf}, year = {2007}, type = {Conference Paper} } @misc{2121, author = {Sun, G. and Rocchio, L. and Masek, J.G. and Williams, D.L. and Ranson, K. J.}, title = {Characterization of forest recovery from fire using Landsat and SAR data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1076–1078}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1025780}, url = {https://doi.org/10.1109/IGARSS.2002.1025780}, year = {2002}, type = {Conference Paper} } @misc{2124, author = {Sun, G. and Williams, D.L. and Zhan, X. and Li, Z. and Masek, J.G. and Ranson, K. J. and Rocchio, L.}, title = {Monitoring forest dynamics using multi-sensor data in Northeastern China}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {768–770}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976630}, url = {https://doi.org/10.1109/IGARSS.2001.976630}, year = {2001}, type = {Conference Paper} } @article{3722, author = {Sun, L. and Anderson, M. C. and Gao, F. and Hain, C. and Alfieri, J. G. and Sharifi, A. and McCarty, G. W. and Yang, Y. and Yang, Y. and Kustas, W. P. and McKee, L.}, title = {Investigating water use over the Choptank River Watershed using a multisatellite data fusion approach}, journal = {Water Resources Research}, volume = {53}, number = {7}, pages = {5298–5319}, DOI = {10.1002/2017WR020700}, url = {https://doi.org/10.1002/2017WR020700}, year = {2017}, type = {Journal Article} } @article{3670, author = {Sun, L. and Chen, Z. and Gao, F. and Anderson, M.C. and Song, L. and Wang, L. and Hu, B. and Yang, Y.}, title = {Reconstructing daily clear-sky land surface temperature for cloudy regions from MODIS data}, journal = {Computers and Geosciences}, volume = {105}, pages = {10–20}, DOI = {10.1016/j.cageo.2017.04.007}, url = {https://doi.org/10.1016/j.cageo.2017.04.007}, year = {2017}, type = {Journal Article} } @misc{3576, author = {Sun, L. and Gao, F. and Anderson, M.C. and Dulaney, W. and McKee, L. and White, A. and Kustas, B. and Alfteri, J. and Prueger, J.}, title = {Daily mapping of Landsat-like LAI and correlation to grape yield}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7157–7160}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7730867}, url = {https://doi.org/10.1109/IGARSS.2016.7730867}, year = {2016}, type = {Conference Paper} } @article{3657, author = {Sun, L. and Gao, F. and Anderson, M. C. and Kustas, W. P. and Alsina, M. M. and Sanchez, L. and Sams, B. and McKee, L. and Dulaney, W. and White, W. A. and Alfieri, J. G. and Prueger, J. H. and Melton, F. and Post, K.}, title = {Daily mapping of 30 m LAI and NDVI for grape yield prediction in California vineyards}, journal = {Remote Sensing}, volume = {9}, number = {4}, DOI = {10.3390/rs9040317}, url = {https://doi.org/10.3390/rs9040317}, year = {2017}, type = {Journal Article} } @article{12062, author = {Sun, L. and Gao, F. and Xie, D. and Anderson, M. and Chen, R. and Yang, Y. and Yang, Y. and Chen, Z.}, title = {Reconstructing daily 30 m NDVI over complex agricultural landscapes using a crop reference curve approach}, journal = {Remote Sensing of Environment}, volume = {253}, DOI = {10.1016/j.rse.2020.112156}, url = {https://doi.org/10.1016/j.rse.2020.112156}, year = {2021}, type = {Journal Article} } @article{11786, author = {Sun, Q. and Wang, Z. and Li, Z. and Erb, A. and Schaaf, C. B.}, title = {Evaluation of the global MODIS 30 arc-second spatially and temporally complete snow-free land surface albedo and reflectance anisotropy dataset}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {58}, pages = {36–49}, DOI = {10.1016/j.jag.2017.01.011}, url = {https://doi.org/10.1016/j.jag.2017.01.011}, year = {2017}, type = {Journal Article} } @article{2296, author = {Sundareshwar, P. V. and Murtugudde, R. and Srinivasan, G. and Singh, S. and Ramesh, K. J. and Ramesh, R. and Verma, S. B. and Agarwal, D. and Baldocchi, D. and Baru, C. K. and Baruah, K. K. and Chowdhury, G. R. and Dadhwal, V. K. and Dutt, C. B. S. and Fuentes, J. and Gupta, P. K. and Hargrove, W. W. and Howard, M. and Jha, C. S. and Lal, S. and Michener, W. K. and Mitra, A. P. and Morris, J. T. and Myneni, R. R. and Naja, M. and Nemani, R.R. and Purvaja, R. and Raha, S. and Santhana Vanan, S. K. and Sharma, M. and Subramaniam, A. and Sukumar, R. and Twilley, R. R. and Zimmerman, P. R.}, title = {Environment—Environmental monitoring network for India}, journal = {Science}, volume = {316}, number = {5822}, pages = {204–205}, DOI = {10.1126/science.1137417}, url = {https://doi.org/10.1126/science.1137417}, year = {2007}, type = {Journal Article} } @article{8088, author = {Superczynski, S. D. and Kondragunta, S. and Lyapustin, A. I.}, title = {Evaluation of the multi-angle implementation of atmospheric correction (MAIAC) aerosol algorithm through intercomparison with VIIRS aerosol products and AERONET}, journal = {Journal of Geophysical Research}, volume = {122}, number = {5}, pages = {3005–3022}, DOI = {10.1002/2016JD025720}, url = {https://doi.org/10.1002/2016JD025720}, year = {2017}, type = {Journal Article} } @article{12191, author = {Sutheimer, C. M. and Meunier, J. and Hotchkiss, S. C. and Rebitzke, E. and Radeloff, V. C.}, title = {Historical fire regimes of North American hemiboreal peatlands}, journal = {Forest Ecology and Management}, volume = {498}, DOI = {10.1016/j.foreco.2021.119561}, url = {https://doi.org/10.1016/j.foreco.2021.119561}, year = {2021}, type = {Journal Article} } @article{3310, author = {Sütterlin, M. and Schaaf, C. B. and Stöckli, R. and Sun, Q. and Hüsler, F. and Neuhaus, C. and Wunderle, S.}, title = {Albedo and reflectance anisotropy retrieval from AVHRR operated onboard NOAA and MetOp satellites—Algorithm performance and accuracy assessment for Europe}, journal = {Remote Sensing of Environment}, volume = {168}, pages = {163–176}, DOI = {10.1016/j.rse.2015.06.023}, url = {https://doi.org/10.1016/j.rse.2015.06.023}, year = {2015}, type = {Journal Article} } @article{3521, author = {Sütterlin, M. and Stöckli, R. and Schaaf, C. B. and Wunderle, S.}, title = {Albedo climatology for European land surfaces retrieved from AVHRR data (1990-2014) and its spatial and temporal analysis from green-up to vegetation senescence}, journal = {Journal of Geophysical Research Atmospheres}, volume = {121}, number = {14}, pages = {8156–8171}, DOI = {10.1002/2016JD024933}, url = {https://doi.org/10.1002/2016JD024933}, year = {2016}, type = {Journal Article} } @article{11095, author = {Suttidate, N. and Hobi, M. L. and Pidgeon, A. M. and Round, P. D. and Coops, N. C. and Helmers, D. P. and Keuler, N. S. and Dubinin, M. and Bateman, B. L. and Radeloff, V. C.}, title = {Tropical bird species richness is strongly associated with patterns of primary productivity captured by the Dynamic Habitat Indices}, journal = {Remote Sensing of Environment}, volume = {232}, DOI = {10.1016/j.rse.2019.111306}, url = {https://doi.org/10.1016/j.rse.2019.111306}, year = {2019}, type = {Journal Article} } @article{12169, author = {Suttidate, N. and Steinmetz, R. and Lynam, A. J. and Sukmasuang, R. and Ngoprasert, D. and Chutipong, W. and Bateman, B. L. and Jenks, K. E. and Baker-Whatton, M. and Kitamura, S. and Ziółkowska, E. and Radeloff, V. C.}, title = {Habitat connectivity for endangered Indochinese tigers in Thailand}, journal = {Global Ecology and Conservation}, volume = {29}, DOI = {10.1016/j.gecco.2021.e01718}, url = {https://doi.org/10.1016/j.gecco.2021.e01718}, year = {2021}, type = {Journal Article} } @article{584, author = {Svancara, L. K. and Scott, J. M. and Loveland, T. R. and Pidgorna, A. B.}, title = {Assessing the landscape context and conversion risk of protected areas using satellite data products}, journal = {Remote Sensing of Environment}, volume = {113}, number = {7}, pages = {1357–1369}, DOI = {10.1016/j.rse.2008.11.015}, url = {https://doi.org/10.1016/j.rse.2008.11.015}, year = {2009}, type = {Journal Article} } @article{1262, author = {Swap, R. J. and Annegarn, H. J. and Suttles, J. T. and Haywood, J. and Helmlinger, M. C. and Hely, C. and Hobbs, P. V. and Holben, B. N. and Ji, J. and King, M. D. and Landmann, T. and Maenhaut, W. and Otter, L. and Pak, B. and Piketh, S. J. and Platnick, S. and Privette, J. and Roy, D.P. and Thompson, A. M. and Ward, D. and Yokelson, R.}, title = {The Southern African Regional Science Initiative (SAFARI 2000)—Overview of the dry season field campaign}, journal = {South African Journal of Science}, volume = {98}, number = {3–4}, pages = {125–130}, DOI = {https://hdl.handle.net/10520/EJC97439}, url = {https://hdl.handle.net/10520/EJC97439}, year = {2002}, type = {Journal Article} } @article{8528, author = {Swayze, G. A. and Clark, R. N. and Goetz, A. F. H. and Chrien, T. H. and Gorelick, N. S.}, title = {Effects of spectrometer band pass, sampling, and signal-to-noise ratio on spectral identification using the Tetracorder algorithm}, journal = {Journal of Geophysical Research Planets}, volume = {108}, number = {9}, pages = {9–1}, DOI = {10.1029/2002je001975}, url = {https://doi.org/10.1029/2002je001975}, year = {2003}, type = {Journal Article} } @article{9004, author = {Swayze, G. A. and Clark, R. N. and Goetz, A. F. H. and Livo, K. E. and Breit, G. N. and Kruse, F. A. and Sutley, S. J. and Snee, L. W. and Lowers, H. A. and Post, J. L. and Stoffregen, R. E. and Ashley, R. P.}, title = {Mapping advanced argillic alteration at Cuprite, Nevada, using imaging spectroscopy}, journal = {Economic Geology}, volume = {109}, number = {5}, pages = {1179–1221}, DOI = {10.2113/econgeo.109.5.1179}, url = {https://doi.org/10.2113/econgeo.109.5.1179}, year = {2014}, type = {Journal Article} } @article{8966, author = {Syphard, A. D. and Keeley, J. E. and Massada, A. B. and Brennan, T. J. and Radeloff, V. C.}, title = {Housing arrangement and location determine the likelihood of housing loss due to wildfire}, journal = {PLoS ONE}, volume = {7}, number = {3}, DOI = {10.1371/journal.pone.0033954}, url = {https://doi.org/10.1371/journal.pone.0033954}, year = {2012}, type = {Journal Article} } @article{8852, author = {Syphard, A. D. and Radeloff, V. C. and Hawbaker, T. J. and Stewart, S. I.}, title = {Conservation threats due to human-caused increases in fire frequency in mediterranean-climate ecosystems}, journal = {Conservation Biology}, volume = {23}, number = {3}, pages = {758–769}, DOI = {10.1111/j.1523-1739.2009.01223.x}, url = {https://doi.org/10.1111/j.1523-1739.2009.01223.x}, year = {2009}, type = {Journal Article} } @article{8984, author = {Syphard, A. D. and Radeloff, V. C. and Keeley, J. E. and Hawbaker, T. J. and Clayton, M. K. and Stewart, S. I. and Hammer, R. B.}, title = {Human influence on California fire regimes}, journal = {Ecological Applications}, volume = {17}, number = {5}, pages = {1388–1402}, DOI = {10.1890/06-1128.1}, url = {https://doi.org/10.1890/06-1128.1}, year = {2007}, type = {Journal Article} } @article{8602, author = {Syphard, A. D. and Radeloff, V. C. and Keuler, N. S. and Taylor, R. S. and Hawbaker, T. J. and Stewart, S. I. and Clayton, M. K.}, title = {Predicting spatial patterns of fire on a southern California landscape}, journal = {International Journal of Wildland Fire}, volume = {17}, number = {5}, pages = {602–613}, DOI = {10.1071/WF07087}, url = {https://doi.org/10.1071/WF07087}, year = {2008}, type = {Journal Article} } @article{8693, author = {Syphard, A. D. and Stewart, S. I. and McKeefry, J. and Hammer, R. B. and Fried, J. S. and Holcomb, S. and Radeloff, V. C.}, title = {Assessing housing growth when census boundaries change}, journal = {International Journal of Geographical Information Science}, volume = {23}, number = {7}, pages = {859–876}, DOI = {10.1080/13658810802359877}, url = {https://doi.org/10.1080/13658810802359877}, year = {2009}, type = {Journal Article} } @article{10995, author = {Szantoi, Z. and Strobl, P.}, title = {Copernicus Sentinel-2 calibration and validation}, journal = {European Journal of Remote Sensing}, volume = {52}, number = {1}, pages = {253–255}, DOI = {10.1080/22797254.2019.1582840}, url = {https://doi.org/10.1080/22797254.2019.1582840}, year = {2019}, type = {Journal Article} } @misc{12407, author = {Tahersima, M. H. and Wenny, B. N. and Voskanian, N. and Thome, K.}, title = {Intercomparison of Landsat and Joint Polar Satellite System using radiometric calibration network}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12232}, month = {21–26 August 2022}, note = {READY}, abstract = {Higher spatial and temporal resolution in Earth observation (EO) imagery is beneficial for many applications, including real-time hazard monitoring and agriculture. SI-traceable intercomparison between concurrent Earth imaging satellites can help harmonizing and improving spatial or temporal resolution of their data products. To that end, the Committee on Earth Observation Satellites (CEOS) initiated the Radiometric Calibration Network (RadCalNet) to provide automated surface and top-of-atmosphere TOA reflectance data from multiple participating ground sites to the worldwide user community. Here, we report results of the intercomparison between Landsat-8 Operational Land Imager (OLI) and National Oceanic and Atmospheric Administration-20 (NOAA-20) Visible Infrared Imaging Radiometer Suite (VIIRS) in the wavelength range from 400 nm to 2500 nm using RadCalNet as a common reference. The results of this study indicate that RadCalNet is a valuable tool for harmonization of EO imagery even in the case where the sensors have different temporal and spatial resolutions. Both OLI and VIIRS are calibrated to well-within their absolute radiometric calibration uncertainties and the two sensors agree with each other to better than 2% using RadCalNet sites as a common reference. © 2022 SPIE.}, keywords = {Harmonization intercomparison JPSS Landsat RadCalNet radiometric calibration SI-traceable vicarious calibration Calibration Earth atmosphere Radiometry Thermography (imaging) Calibration network Harmonisation Intercomparisons Radiometric calibration network Radiometric calibrations}, DOI = {10.1117/12.2632818}, url = {https://doi.org/10.1117/12.2632818}, year = {2022}, type = {Conference Paper} } @article{2313, author = {Tan, B. and Hu, J. and Huang, D. and Yang, W. and Zhang, P. and Shabanov, N. V. and Knyazikhin, Y. and Nemani, R. R. and Myneni, R. B.}, title = {Assessment of the broadleaf crops leaf area index product from the Terra MODIS instrument}, journal = {Agricultural and Forest Meteorology}, volume = {135}, number = {1–4}, pages = {124–134}, DOI = {10.1016/j.agrformet.2005.10.008}, url = {https://doi.org/10.1016/j.agrformet.2005.10.008}, year = {2005}, type = {Journal Article} } @article{54, author = {Tan, B. and Masek, J. G. and Wolfe, R. and Gao, F. and Huang, C. and Vermote, E. F. and Sexton, J. O. and Ederer, G.}, title = {Improved forest change detection with terrain illumination corrected Landsat images}, journal = {Remote Sensing of Environment}, volume = {136}, pages = {469–483}, DOI = {10.1016/j.rse.2013.05.013}, url = {https://doi.org/10.1016/j.rse.2013.05.013}, year = {2013}, type = {Journal Article} } @article{370, author = {Tan, B. and Morisette, J. T. and Wolfe, R. E. and Gao, F. and Ederer, G. A. and Nightingale, J. and Pedelty, J. A.}, title = {An enhanced TIMESAT algorithm for estimating vegetation phenology metrics from MODIS data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {4}, number = {2}, pages = {361–371}, DOI = {10.1109/JSTARS.2010.2075916}, url = {https://doi.org/10.1109/JSTARS.2010.2075916}, year = {2011}, type = {Journal Article} } @misc{2086, author = {Tan, B. and Wolfe, R. and Masek, J.G. and Gao, F. and Vermote, E. F.}, title = {An illumination correction algorithm on Landsat-TM data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1964–1967}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5653492}, url = {https://doi.org/10.1109/IGARSS.2010.5653492}, year = {2010}, type = {Conference Paper} } @article{864, author = {Tan, B. and Woodcock, C. E. and Hu, J. and Zhang, P. and Ozdogan, M. and Huang, D. and Yang, W. and Knyazikhin, Y. and Myneni, R. B.}, title = {The impact of gridding artifacts on the local spatial properties of MODIS data—Implications for validation, compositing, and band-to-band registration across resolutions}, journal = {Remote Sensing of Environment}, volume = {105}, number = {2}, pages = {98–114}, DOI = {10.1016/j.rse.2006.06.008}, url = {https://doi.org/10.1016/j.rse.2006.06.008}, year = {2006}, type = {Journal Article} } @article{10972, author = {Tan, I. and Oreopoulos, L. and Cho, N.}, title = {The role of thermodynamic phase shifts in cloud optical depth variations with temperature}, journal = {Geophysical Research Letters}, volume = {46}, number = {8}, pages = {4502–4511}, DOI = {10.1029/2018GL081590}, url = {https://doi.org/10.1029/2018GL081590}, year = {2019}, type = {Journal Article} } @article{12322, author = {Tan, J. and Cho, N. and Oreopoulos, L. and Kirstetter, P.}, title = {Evaluation of GPROF V05 precipitation retrievals under different cloud regimes}, journal = {Journal of Hydrometeorology}, volume = {23}, number = {3}, pages = {389–402}, abstract = {Precipitation retrievals from passive microwave satellite observations form the basis of many widely used precipitation products, but the performance of the retrievals depends on numerous factors such as surface type and precipitation variability. Previous evaluation efforts have identified bias dependence on precipitation regime, which may reflect the influence on retrievals of recurring factors. In this study, the concept of a regime-based evaluation of precipitation from the Goddard profiling (GPROF) algorithm is extended to cloud regimes. Specifically, GPROF V05 precipitation retrievals under four different cloud regimes are evaluated against ground radars over the United States. GPROF is generally able to accurately retrieve the precipitation associated with both organized convection and less organized storms, which collectively produce a substantial fraction of global precipitation. However, precipitation from stratocumulus systems is underestimated over land and overestimated over water. Similarly, precipitation associated with trade cumulus environments is underestimated over land, while biases over water depend on the sensor’s channel configuration. By extending the evaluation to more sensors and suppressed environments, these results complement insights previously obtained from precipitation regimes, thus demonstrating the potential of cloud regimes in categorizing the global atmosphere into discrete systems. © 2022 American Meteorological Society.}, DOI = {10.1175/JHM-D-21-0154.1}, url = {https://doi.org/10.1175/JHM-D-21-0154.1}, year = {2022}, type = {Journal Article} } @article{11019, author = {Tan, J. and Oreopoulos, L.}, title = {Subgrid precipitation properties of mesoscale atmospheric systems represented by modis cloud regimes}, journal = {Journal of Climate}, volume = {32}, number = {6}, pages = {1797–1812}, DOI = {10.1175/JCLI-D-18-0570.1}, url = {https://doi.org/10.1175/JCLI-D-18-0570.1}, year = {2019}, type = {Journal Article} } @article{8123, author = {Tan, J. and Oreopoulos, L. and Jakob, C. and Jin, D.}, title = {Evaluating rainfall errors in global climate models through cloud regimes}, journal = {Climate Dynamics}, volume = {50}, number = {9–10}, pages = {3301–3314}, DOI = {10.1007/s00382-017-3806-7}, url = {https://doi.org/10.1007/s00382-017-3806-7}, year = {2018}, type = {Journal Article} } @misc{11898, author = {Tan, P. and Lymburner, L. and Mueller, N.}, title = {A novel image based end-member extraction technique to map green, non-photosynthetic and bare soil fractions using Landsat data}, publisher = {Australian Mathematical Sciences Institute}, volume = {Proceedings}, pages = {401–407}, month = {1–6 December 2013}, note = {READY}, DOI = {10.36334/modsim.2013.A9.tan}, url = {https://doi.org/10.36334/modsim.2013.A9.tan}, year = {2013}, type = {Conference Paper} } @misc{3065, author = {Tan, P. and Lymburner, L. and Mueller, N. and Li, F. and Thankappan, M. and Lewis, A.}, title = {Applying machine learning methods and time series analysis to create a National Dynamic Land Cover Dataset for Australia}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4289–4292}, month = {21–26 July 2013}, note = {READY}, DOI = {10.1109/IGARSS.2013.6723782}, url = {https://doi.org/10.1109/IGARSS.2013.6723782}, year = {2013}, type = {Conference Paper} } @article{345, author = {Tan, P. and Lymburner, L. and Thankappan, M. and Lewis, A.}, title = {Mapping cropping practices using MODIS time series—Harnessing the data explosion}, journal = {Journal of the Indian Society of Remote Sensing}, volume = {39}, number = {3}, pages = {365–372}, DOI = {10.1007/s12524-011-0124-0}, url = {https://doi.org/10.1007/s12524-011-0124-0}, year = {2011}, type = {Journal Article} } @misc{11900, author = {Tan, P. and Sagar, S. and Mueller, N. and Lymburner, L. and Thankappan, M. and Lewis, A.}, title = {A surface cover change detection method based on the Australian Geoscience Data Cube}, publisher = {Australian Mathematical Sciences Institute}, volume = {Proceedings}, pages = {173–179}, month = {29 November–4 December 2015}, note = {READY}, DOI = {10.36334/MODSIM.2015.A3.Tan}, url = {https://doi.org/10.36334/MODSIM.2015.A3.Tan}, year = {2015}, type = {Conference Paper} } @misc{9953, author = {Tan, S. and Narayanan, R. M. and Helder, D. L.}, title = {Polarimetric reflectance and depolarization ratio from several tree species using a multiwavelength polarimetric lidar}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5888}, month = {2–4 August 2005}, note = {READY}, DOI = {10.1117/12.613337}, url = {https://doi.org/10.1117/12.613337}, year = {2005}, type = {Conference Paper} } @article{982, author = {Tan, Z. and Liu, S. and Johnston, C. A. and Loveland, T. R. and Tieszen, L. L. and Liu, J. and Kurtz, R.}, title = {Soil organic carbon dynamics as related to land use history in the northwestern Great Plains}, journal = {Global Biogeochemical Cycles}, volume = {19}, number = {3}, pages = {1–10}, DOI = {10.1029/2005GB002536}, url = {https://doi.org/10.1029/2005GB002536}, year = {2005}, type = {Journal Article} } @article{788, author = {Tan, Z. and Liu, S. and Li, Z. and Loveland, T. R.}, title = {Simulated responses of soil organic carbon stock to tillage management scenarios in the Northwest Great Plains}, journal = {Carbon Balance and Management}, volume = {2}, number = {7}, pages = {1–10}, DOI = {10.1186/1750-0680-2-7}, url = {https://doi.org/10.1186/1750-0680-2-7}, year = {2007}, type = {Journal Article} } @inbook{10817, author = {Tan, Z. and Liu, S. and Li, Z. and Loveland, T. R.}, title = {Soil and tillage management in the northwest Great Plains}, booktitle = {Sustainable soil management}, editor = {Rooney, D.}, connective phrase = {Soil and tillage management in the northwest Great Plains}, publisher = {Apple Academic Press}, place published = {New York, N.Y.}, chapter = {chap. 2}, pages = {15–30}, DOI = {10.1201/b14080}, url = {https://doi.org/10.1201/b14080}, year = {2013}, type = {Book Section} } @article{3389, author = {Tanase, M. A. and Kennedy, R.E. and Aponte, C.}, title = {Fire severity estimation from space—A comparison of active and passive sensors and their synergy for different forest types}, journal = {International Journal of Wildland Fire}, volume = {24}, number = {8}, pages = {1062–1075}, DOI = {10.1071/WF15059}, url = {https://doi.org/10.1071/WF15059}, year = {2015}, type = {Journal Article} } @article{3359, author = {Tanase, M. A. and Kennedy, R.E. and Aponte, C.}, title = {Radar Burn Ratio for fire severity estimation at canopy level—An example for temperate forests}, journal = {Remote Sensing of Environment}, volume = {170}, pages = {14–31}, DOI = {10.1016/j.rse.2015.08.025}, url = {https://doi.org/10.1016/j.rse.2015.08.025}, year = {2015}, type = {Journal Article} } @article{8649, author = {Tang, C. H. and Coull, B. A. and Schwartz, J. and Lyapustin, A. I. and Di, Q. and Koutrakis, P.}, title = {Developing particle emission inventories using remote sensing (PEIRS)}, journal = {Journal of the Air and Waste Management Association}, volume = {67}, number = {1}, pages = {53–63}, DOI = {10.1080/10962247.2016.1214630}, url = {https://doi.org/10.1080/10962247.2016.1214630}, year = {2017}, type = {Journal Article} } @article{3049, author = {Tang, H. and Brolly, M. and Zhao, F. and Strahler, A. H. and Schaaf, C.B. L. and Ganguly, S. and Zhang, G. and Dubayah, R.}, title = {Deriving and validating Leaf Area Index (LAI) at multiple spatial scales through lidar remote sensing—a case study in Sierra National Forest, CA}, journal = {Remote Sensing of Environment}, volume = {143}, pages = {131–141}, DOI = {10.1016/j.rse.2013.12.007}, url = {https://doi.org/10.1016/j.rse.2013.12.007}, year = {2014}, type = {Journal Article} } @article{11190, author = {Tang, H. and Song, X. P. and Zhao, F. A. and Strahler, A. H. and Schaaf, C. L. and Goetz, S. and Huang, C. and Hansen, M. C. and Dubayah, R.}, title = {Definition and measurement of tree cover—A comparative analysis of field-, lidar- and Landsat-based tree cover estimations in the Sierra national forests, USA}, journal = {Agricultural and Forest Meteorology}, volume = {268}, pages = {258–268}, DOI = {10.1016/j.agrformet.2019.01.024}, url = {https://doi.org/10.1016/j.agrformet.2019.01.024}, year = {2019}, type = {Journal Article} } @article{305, author = {Tang, R. and Li, Z. L. and Jia, Y. and Li, C. and Sun, X. and Kustas, W. P. and Anderson, M. C.}, title = {An intercomparison of three remote sensing-based energy balance models using Large Aperture Scintillometer measurements over a wheat-corn production region}, journal = {Remote Sensing of Environment}, volume = {115}, number = {12}, pages = {3187–3202}, DOI = {10.1016/j.rse.2011.07.004}, url = {https://doi.org/10.1016/j.rse.2011.07.004}, year = {2011}, type = {Journal Article} } @article{10837, author = {Tang, X. and Bullock, E. L. and Olofsson, P. and Estel, S. and Woodcock, C. E.}, title = {Near real-time monitoring of tropical forest disturbance—New algorithms and assessment framework}, journal = {Remote Sensing of Environment}, volume = {224}, pages = {202–218}, DOI = {10.1016/j.rse.2019.02.003}, url = {https://doi.org/10.1016/j.rse.2019.02.003}, year = {2019}, type = {Journal Article} } @article{11960, author = {Tang, X. and Bullock, E. L. and Olofsson, P. and Woodcock, C. E.}, title = {Can VIIRS continue the legacy of MODIS for near real-time monitoring of tropical forest disturbance?}, journal = {Remote Sensing of Environment}, volume = {249}, DOI = {10.1016/j.rse.2020.112024}, url = {https://doi.org/10.1016/j.rse.2020.112024}, year = {2020}, type = {Journal Article} } @article{11824, author = {Tang, X. and Hutyra, L. R. and Arévalo, P. and Baccini, A. and Woodcock, C. E. and Olofsson, P.}, title = {Spatiotemporal tracking of carbon emissions and uptake using time series analysis of Landsat data—A spatially explicit carbon bookkeeping model}, journal = {Science of the Total Environment}, volume = {720}, DOI = {10.1016/j.scitotenv.2020.137409}, url = {https://doi.org/10.1016/j.scitotenv.2020.137409}, year = {2020}, type = {Journal Article} } @article{12071, author = {Tang, X. and Woodcock, C. E. and Olofsson, P. and Hutyra, L. R.}, title = {Spatiotemporal assessment of land use/land cover change and associated carbon emissions and uptake in the Mekong River Basin}, journal = {Remote Sensing of Environment}, volume = {256}, DOI = {10.1016/j.rse.2021.112336}, url = {https://doi.org/10.1016/j.rse.2021.112336}, year = {2021}, type = {Journal Article} } @article{8063, author = {Tank, V. and Pfanz, H. and Gemperlein, H. and Strobl, P.}, title = {Infrared remote sensing of Earth degassing - Ground study}, journal = {Annals of Geophysics}, volume = {48}, number = {1}, pages = {181–194}, DOI = {https://www.annalsofgeophysics.eu/index.php/annals/article/viewFile/3193/3238}, url = {https://www.annalsofgeophysics.eu/index.php/annals/article/viewFile/3193/3238}, year = {2005}, type = {Journal Article} } @article{8546, author = {Tansey, K. and Grégoire, J. M. and Defourny, P. and Leigh, R. and Pekel, J. F. and van Bogaert, E. and Bartholomé, E.}, title = {A new, global, multi-annual (2000-2007) burnt area product at 1 km resolution}, journal = {Geophysical Research Letters}, volume = {35}, number = {1}, DOI = {10.1029/2007GL031567}, url = {https://doi.org/10.1029/2007GL031567}, year = {2008}, type = {Journal Article} } @article{11238, author = {Tao, X. and Huang, C. and Zhao, F. and Schleeweis, K. and Masek, J. and Liang, S.}, title = {Mapping forest disturbance intensity in North and South Carolina using annual Landsat observations and field inventory data}, journal = {Remote Sensing of Environment}, volume = {221}, pages = {351–362}, DOI = {10.1016/j.rse.2018.11.029}, url = {https://doi.org/10.1016/j.rse.2018.11.029}, year = {2019}, type = {Journal Article} } @article{821, author = {Tasumi, M. and Allen, R. G.}, title = {Satellite-based ET mapping to assess variation in ET with timing of crop development}, journal = {Agricultural Water Management}, volume = {88}, number = {1-3}, pages = {54–62}, DOI = {10.1016/j.agwat.2006.08.010}, url = {https://doi.org/10.1016/j.agwat.2006.08.010}, year = {2007}, type = {Journal Article} } @article{744, author = {Tasumi, M. and Allen, R. G. and Trezza, R.}, title = {At-surface reflectance and albedo from satellite for operational calculation of land surface energy balance}, journal = {Journal of Hydrologic Engineering}, volume = {13}, number = {2}, pages = {51–63}, DOI = {10.1061/(ASCE)1084-0699(2008)13:2(51)}, url = {https://doi.org/10.1061/(ASCE)1084-0699(2008)13:2(51)}, year = {2008}, type = {Journal Article} } @article{1026, author = {Tasumi, M. and Allen, R. G. and Trezza, R. and Wright, J. L.}, title = {Satellite-based energy balance to assess within-population variance of crop coefficient curves}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {131}, number = {1}, pages = {94–109}, DOI = {10.1061/(ASCE)0733-9437(2005)131:1(94)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(2005)131:1(94)}, year = {2005}, type = {Journal Article} } @article{9011, author = {Tasumi, M. and Kimura, R. and Allen, R. G. and Moriyama, M. and Trezza, R.}, title = {Development of the GCOM-C global ETindex estimation algorithm}, journal = {Journal of Agricultural Meteorology}, volume = {72}, number = {2}, pages = {85–94}, DOI = {10.2480/agrmet.D-15-00022}, url = {https://doi.org/10.2480/agrmet.D-15-00022}, year = {2016}, type = {Journal Article} } @misc{3078, author = {Tasumi, M. and Kimura, R. and Moriyama, M. and Allen, R.G. and Fujii, A.}, title = {Estimation of global ET-Index from satellite imagery for water resources management}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8524}, month = {29 October–2 November 2012}, note = {READY}, DOI = {10.1117/12.976283}, url = {https://doi.org/10.1117/12.976283}, year = {2012}, type = {Conference Paper} } @article{969, author = {Tasumi, M. and Trezza, R. and Allen, R. G. and Wright, J. L.}, title = {Operational aspects of satellite-based energy balance models for irrigated crops in the semi-arid U.S}, journal = {Irrigation and Drainage Systems}, volume = {19}, number = {3–4}, pages = {355–376}, DOI = {10.1007/s10795-005-8138-9}, url = {https://doi.org/10.1007/s10795-005-8138-9}, year = {2005}, type = {Journal Article} } @inbook{8003, author = {Tavchandjian, O. and Proulx, A. and Anderson, M.C.}, title = {Application of conditional simulations to capital decisions for Ni-Sulfide and Ni-Laterite deposits}, booktitle = {Advances in applied strategic mine planning}, editor = {Dimitrakopoulos, R. }, connective phrase = {Application of conditional simulations to capital decisions for Ni-Sulfide and Ni-Laterite deposits}, publisher = {Springer}, place published = {Cham, Switzerland}, pages = {319–333}, DOI = {10.1007/978-3-319-69320-0_21}, url = {https://doi.org/10.1007/978-3-319-69320-0_21}, year = {2018}, type = {Book Section} } @article{3723, author = {Taylor, N. J. and Annandale, J. G. and Vahrmeijer, J. T. and Ibraimo, N. A. and Mahohoma, W. and Gush, M. B. and Allen, R. G.}, title = {Modelling water use of subtropical fruit crops—The challenges}, journal = {Acta Horticulturae}, volume = {1160}, pages = {277–284}, DOI = {10.17660/ActaHortic.2017.1160.40}, url = {https://doi.org/10.17660/ActaHortic.2017.1160.40}, year = {2017}, type = {Journal Article} } @article{8117, author = {Taylor, N. J. and Mahohoma, W. and Vahrmeijer, J. T. and Gush, M. B. and Allen, R. G. and Annandale, J. G.}, title = {Crop coefficient approaches based on fixed estimates of leaf resistance are not appropriate for estimating water use of citrus}, journal = {Irrigation Science}, volume = {33}, number = {2}, pages = {153–166}, DOI = {10.1007/s00271-014-0455-z}, url = {https://doi.org/10.1007/s00271-014-0455-z}, year = {2014}, type = {Journal Article} } @misc{5075, author = {Teillet, P. M. and Barsi, J. A. and Chander, G. and Thome, K. J.}, title = {Prime candidate earth targets for the post-launch radiometric calibration of space-based optical imaging instruments}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6677}, month = {26–28 August 2007}, note = {READY}, DOI = {10.1117/12.733156}, url = {https://doi.org/10.1117/12.733156}, year = {2007}, type = {Conference Paper} } @article{10555, author = {Teillet, P. M. and El Saleous, N. and Hansen, M. C. and Eidenshink, J. C. and Justice, C. O. and Townshend, J. R. G.}, title = {An evaluation of the global 1-km AVHRR land dataset}, journal = {International Journal of Remote Sensing}, volume = {21}, number = {10}, pages = {1987–2021}, DOI = {10.1080/01431160050021259}, url = {https://doi.org/10.1080/01431160050021259}, year = {2000}, type = {Journal Article} } @article{8446, author = {Teillet, P. M. and Fedosejevs, G. and Gauthier, R. P. and O'Neill, N. T. and Thome, K. J. and Biggar, S. F. and Ripley, H. and Meygret, A.}, title = {A generalized approach to the vicarious calibration of multiple Earth observation sensors using hyperspectral data}, journal = {Remote Sensing of Environment}, volume = {77}, number = {3}, pages = {304–327}, DOI = {10.1016/S0034-4257(01)00211-5}, url = {https://doi.org/10.1016/S0034-4257(01)00211-5}, year = {2001}, type = {Journal Article} } @misc{7896, author = {Teillet, Philippe M. and Fedosejevs, Gunar and Gauthier, Robert P. and Shin, Raymond T. and O'Neill, Norman T. and Thome, Kurtis J. and Biggar, Stuart F. and Ripley, Herbert and Meygret, Aime}, title = {Radiometric calibration of multiple Earth observation sensors using airborne hyperspectral data at the Newell County rangeland test site}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3750}, pages = {470–481}, month = {18–20 July 1999}, note = {READY}, DOI = {10.1117/12.363544}, url = {https://doi.org/10.1117/12.363544}, year = {1999}, type = {Conference Paper} } @article{8336, author = {Teillet, P. M. and Fedosejevs, G. and Thome, K. J. and Barker, J. L.}, title = {Impacts of spectral band difference effects on radiometric cross-calibration between satellite sensors in the solar-reflective spectral domain}, journal = {Remote Sensing of Environment}, volume = {110}, number = {3}, pages = {393–409}, DOI = {10.1016/j.rse.2007.03.003}, url = {https://doi.org/10.1016/j.rse.2007.03.003}, year = {2007}, type = {Journal Article} } @article{10630, author = {Teillet, P. M. and Helder, D. L. and Ruggles, T. A. and Landry, R. and Ahern, F. J. and Higgs, N. J. and Barsi, J. and Chander, G. and Markham, B. L. and Barker, J. L. and Thome, K. J. and Schott, J. R. and Palluconi, F. D.}, title = {A definitive calibration record for the Landsat-5 thematic mapper anchored to the Landsat-7 radiometric scale}, journal = {Canadian Journal of Remote Sensing}, volume = {30}, number = {4}, pages = {631–643}, DOI = {10.5589/m04-022}, url = {https://doi.org/10.5589/m04-022}, year = {2004}, type = {Journal Article} } @misc{3975, author = {Teillet, P. M. and Thome, K. J. and Fox, N. and Morisette, J. T.}, title = {Earth observation sensor calibration using a global instrumented and automated network of test sites (GIANTS)}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4540}, pages = {246–254}, month = {17–20 September 2001}, note = {READY}, DOI = {10.1117/12.450666}, url = {https://doi.org/10.1117/12.450666}, year = {2001}, type = {Conference Paper} } @misc{4532, author = {Teiltet, P. M. and Fedosejevs, G. and Thome, K. J.}, title = {Spectral band difference effects on radiometric cross-calibration between multiple satellite sensors in the Landsat solar-reflective spectral domain}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5570}, pages = {307–316}, month = {13–15 September 2004}, note = {READY}, DOI = {10.1117/12.562709}, url = {https://doi.org/10.1117/12.562709}, year = {2004}, type = {Conference Paper} } @inbook{11758, author = {Teixeira, A. C. and Hernandez, F. B. T. H. and Scherer-Warren, M. and Andrade, R. G. and Leivas, J. F. and Victoria, D. C. and Bolfe, E. L. and Thenkabail, P. S. and Franco, R. A. M. F.}, title = {Water productivity studies from earth observation data—Characterization, modeling, and mapping water use and water productivity}, booktitle = {Remote sensing of water resources, disasters, and urban studies}, editor = {Thenkabail, P.S.}, connective phrase = {Water productivity studies from earth observation data—Characterization, modeling, and mapping water use and water productivity}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {101–125}, DOI = {10.1201/b19321}, url = {https://doi.org/10.1201/b19321}, year = {2015}, type = {Book Section} } @misc{7194, author = {Teixeira Pinto, C. and Chittimalli, S. and Leigh, L. and Ruggles, T. and Helder, D. L.}, title = {A reflectance-based cross calibration of the Landsat sensors}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10402}, month = {6–10 August 2017}, note = {READY}, DOI = {10.1117/12.2275993}, url = {https://doi.org/10.1117/12.2275993}, year = {2017}, type = {Conference Paper} } @misc{10868, author = {Teixeira Pinto, C. and Shrestha, M. and Hasan, N. and Leigh, L. and Helder, D.L.}, title = {SBAF for cross-calibration of Landsat-8 OLI and Sentinel-2 MSI over North African PICS}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10764}, month = {19–23 August 2018}, note = {READY}, DOI = {10.1117/12.2321203}, url = {https://doi.org/10.1117/12.2321203}, year = {2018}, type = {Conference Paper} } @article{11794, author = {Teluguntla, P. and Thenkabail, P. and Oliphant, A. and Xiong, J. and Gumma, M. K. and Congalton, R. G. and Yadav, K. and Huete, A.}, title = {A 30-m Landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {144}, pages = {325–340}, DOI = {10.1016/j.isprsjprs.2018.07.017}, url = {https://doi.org/10.1016/j.isprsjprs.2018.07.017}, year = {2018}, type = {Journal Article} } @article{8658, author = {Teluguntla, P. and Thenkabail, P. S. and Xiong, J. and Gumma, M. K. and Congalton, R. G. and Oliphant, A. and Poehnelt, J. and Yadav, K. and Rao, M. and Massey, R.}, title = {Spectral matching techniques (SMTs) and automated cropland classification algorithms (ACCAs) for mapping croplands of Australia using MODIS 250-m time-series (2000–2015) data}, journal = {International Journal of Digital Earth}, volume = {10}, number = {9}, pages = {944–977}, DOI = {10.1080/17538947.2016.1267269}, url = {https://doi.org/10.1080/17538947.2016.1267269}, year = {2017}, type = {Journal Article} } @inbook{11759, author = {Teluguntla, P. and Thenkabail, P. S. and Xiong, J. and Gumma, M. K. and Giri, C. and Milesi, C. and Ozdogan, M. and Congalton, R. G. and Tilton, J.}, title = {Global food security support analysis data at nominal 1 km (GFSAD1km) derived from remote sensing in support of food security in the twenty-first century—Current achievements and future possibilities}, booktitle = {Land resources monitoring, modeling, and mapping with remote sensing}, editor = {Thenkabail, P.S.}, connective phrase = {Global food security support analysis data at nominal 1 km (GFSAD1km) derived from remote sensing in support of food security in the twenty-first century—Current achievements and future possibilities}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {131–159}, DOI = {10.1201/b19322-14}, url = {https://doi.org/10.1201/b19322-14}, year = {2015}, type = {Book Section} } @article{1410, author = {Temesgen, B. and Allen, R. G. and Jensen, D. T.}, title = {Adjusting temperature parameters to reflect well-watered conditions}, journal = {Journal of Irrigation and Drainage Engineering}, volume = {125}, number = {1}, pages = {26–33}, DOI = {10.1061/(ASCE)0733-9437(1999)125:1(26)}, url = {https://doi.org/10.1061/(ASCE)0733-9437(1999)125:1(26)}, year = {1999}, type = {Journal Article} } @article{98, author = {Thackway, R. and Lymburner, L. and Guerschman, J. P.}, title = {Dynamic land cover information—Bridging the gap between remote sensing and natural resource management}, journal = {Ecology and Society}, volume = {18}, number = {1}, DOI = {10.5751/ES-05229-180102}, url = {https://doi.org/10.5751/ES-05229-180102}, year = {2013}, type = {Journal Article} } @misc{852, author = {Thanapura, P. and Helder, D. L. and Burckhard, S. and Warmath, E. and O'Neill, M. and Galster, D.}, title = {Mapping urban land cover using QuickBird NDVI image and GIS spatial modeling for runoff coefficient determination}, publisher = {American Society for Photogrammetry and Remote Sensing }, volume = {Proceedings}, pages = {1421–1432}, month = {1–5 May 2006}, note = {READY}, DOI = {http://www.asprs.org/a/publications/proceedings/reno2006/0153.pdf}, url = {http://www.asprs.org/a/publications/proceedings/reno2006/0153.pdf}, year = {2006}, type = {Conference Paper} } @article{834, author = {Thanapura, P. and Helder, D. L. and Burckhard, S. and Warmath, E. and O'Neill, M. and Galster, D.}, title = {Mapping urban land cover using quickbird NDVI and GIS spatial modeling for runoff coefficient determination}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {73}, number = {1}, pages = {57–65}, DOI = {10.14358/PERS.73.1.57}, url = {https://doi.org/10.14358/PERS.73.1.57}, year = {2007}, type = {Journal Article} } @misc{6201, author = {Thankappan, M. and Lymburner, L. and Tan, P. and McIntyre, A. and Curnow, S. and Lewis, A.}, title = {Building a continental scale land cover monitoring framework for Australia}, publisher = {European Space Agency}, volume = {ESA-SP 707}, pages = {1–5}, month = {23–27 April 2012}, note = {READY}, DOI = {http://adsabs.harvard.edu/abs/2012ESASP.707E..16T}, url = {http://adsabs.harvard.edu/abs/2012ESASP.707E..16T}, year = {2012}, type = {Conference Paper} } @article{10786, author = {Tharammal, T. and Bala, G. and Narayanappa, D. and Nemani, R.}, title = {Potential roles of CO2 fertilization, nitrogen deposition, climate change, and land use and land cover change on the global terrestrial carbon uptake in the twenty-first century}, journal = {Climate Dynamics}, volume = {52}, number = {7–8}, pages = {4393–4406}, DOI = {10.1007/s00382-018-4388-8}, url = {https://doi.org/10.1007/s00382-018-4388-8}, year = {2019}, type = {Journal Article} } @article{3661, author = {The, Ismass Committee and Abdalati, W. and Allison, I. and Carsey, F. and Casassa, G. and Fily, M. and Frezzotti, M. and Flicker, H. A. and Genthon, C. and Goodwin, I. and Guo, Z. and Hamilton, G. S. and Hindmarsh, R. C. A. and Hulbe, C. L. and Jacka, T. H. and Jezek, K. C. and Kwok, R. and Li, J. and Nixdorf, U. and Paltridge, G. and Rignot, E. and Ritz, C. and Satow, K. and Scambos, T. A. and Shuman, C. and Skvarca, P. and Takahashi, S. and van de Wal, R. S. W. and Vaughan, D. G. and Wang, W. L. and Warner, R. C. and Wingham, D. J. and Young, N. W. and Zwally, H. J.}, title = {Recommendations for the collection and synthesis of Antarctic Ice Sheet mass balance data}, journal = {Global and Planetary Change}, volume = {42}, number = {1–4}, pages = {1–15}, DOI = {10.1016/j.gloplacha.2003.11.008}, url = {https://doi.org/10.1016/j.gloplacha.2003.11.008}, year = {2004}, type = {Journal Article} } @article{2224, author = {Thenkabail, P. S.}, title = {Characterization of the alternative to slash-and-burn benchmark research area representing the Congolese rainforests of Africa using near-real-time SPOT HRV data}, journal = {International Journal of Remote Sensing}, volume = {20}, number = {5}, pages = {839–877}, DOI = {10.1080/014311699212966}, url = {https://doi.org/10.1080/014311699212966}, year = {1999}, type = {Journal Article} } @article{8686, author = {Thenkabail, P. S.}, title = {Optimal hyperspectral narrowbands for discriminating agricultural crops}, journal = {Remote Sensing Reviews}, volume = {20}, number = {4}, pages = {257–291}, DOI = {10.1080/02757250109532439}, url = {https://doi.org/10.1080/02757250109532439}, year = {2001}, type = {Journal Article} } @article{2219, author = {Thenkabail, P. S.}, title = {Biophysical and yield information for precision farming from near-real-time and historical Landsat TM images}, journal = {International Journal of Remote Sensing}, volume = {24}, number = {14}, pages = {2879–2904}, DOI = {10.1080/01431160710155974}, url = {https://doi.org/10.1080/01431160710155974}, year = {2003}, type = {Journal Article} } @article{2217, author = {Thenkabail, P. S.}, title = {Inter-sensor relationships between IKONOS and Landsat-7 ETM + NDVI data in three ecoregions of Africa}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {2}, pages = {389–408}, DOI = {10.1080/0143116031000114842}, url = {https://doi.org/10.1080/0143116031000114842}, year = {2004}, type = {Journal Article} } @article{2183, author = {Thenkabail, P. S.}, title = {Global croplands and their importance for water and food security in the twenty-first century—Towards an ever green revolution that combines a second green revolution with a blue revolution}, journal = {Remote Sensing}, volume = {2}, number = {9}, pages = {2305–2312}, DOI = {10.3390/rs2092305}, url = {https://doi.org/10.3390/rs2092305}, year = {2010}, type = {Journal Article} } @article{2177, author = {Thenkabail, P. S.}, title = {Remote sensing open access journal—Leading a new paradigm in publishing}, journal = {Remote Sensing}, volume = {3}, number = {12}, pages = {2704–2706}, DOI = {10.3390/rs3122704}, url = {https://doi.org/10.3390/rs3122704}, year = {2011}, type = {Journal Article} } @article{2174, author = {Thenkabail, P. S.}, title = {Foreword—Global croplands and their water use for food security in the twenty-first century}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {78}, number = {8}, pages = {797–798}, DOI = {http://digital.ipcprintservices.com/publication/index.php?i=120539&m=&l=&p=31&pre=&ver=html5#{"page":30,"issue_id":120539}}, url = {http://digital.ipcprintservices.com/publication/index.php?i=120539&m=&l=&p=31&pre=&ver=html5#{"page":30,"issue_id":120539}}, year = {2012}, type = {Journal Article} } @article{8064, author = {Thenkabail, P. S.}, title = {Global croplands and their water use for food security in the twenty-first century [special issues forward]}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {78}, number = {8}, pages = {797–798}, DOI = {http://digital.ipcprintservices.com/publication/?m=9573&i=120539&p=32&ver=html5}, url = {http://digital.ipcprintservices.com/publication/?m=9573&i=120539&p=30&ver=html5}, year = {2012}, type = {Journal Article} } @article{2171, author = {Thenkabail, P. S.}, title = {Foreword—Hyperspectral remote sensing of vegetation and agricultural crops}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {79}, number = {9}, pages = {784–784}, DOI = {http://digital.ipcprintservices.com/publication/index.php?i=173341&m=&l=&p=22&pre=&ver=html5#{"page":22,"issue_id":173341}}, url = {http://digital.ipcprintservices.com/publication/index.php?i=173341&m=&l=&p=22&pre=&ver=html5#{"page":22,"issue_id":173341}}, year = {2013}, type = {Journal Article} } @article{2173, author = {Thenkabail, P.S.}, title = {Remote Sensing best paper award 2013}, journal = {Remote Sensing}, volume = {5}, number = {2}, pages = {862–863}, DOI = {10.3390/rs5020862}, url = {https://doi.org/10.3390/rs5020862}, year = {2013}, type = {Journal Article} } @article{2169, author = {Thenkabail, P.S.}, title = {Remote sensing Best Paper award for the year 2014}, journal = {Remote Sensing}, volume = {6}, number = {1}, pages = {905–906}, DOI = {10.3390/rs6010905}, url = {https://doi.org/10.3390/rs6010905}, year = {2013}, type = {Journal Article} } @article{9025, author = {Thenkabail, P. S.}, title = {Remote sensing open access journal—Increasing impact through quality publications}, journal = {Remote Sensing}, volume = {6}, number = {8}, pages = {7463–7468}, DOI = {10.3390/rs6087463}, url = {https://doi.org/10.3390/rs6087463}, year = {2014}, type = {Journal Article} } @book{11761, author = {Thenkabail, P. S., ed.}, title = {Land resources monitoring, modeling, and mapping with remote sensing}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, extent of work = {832}, DOI = {10.1201/b19322}, url = {https://doi.org/10.1201/b19322}, year = {2015}, type = {Book} } @book{11763, author = {Thenkabail, P. S., ed.}, title = {Remote sensing handbook—Remote sensing of water resources, disasters, and urban studies}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, extent of work = {659}, DOI = {10.1201/b19321}, url = {https://doi.org/10.1201/b19321}, year = {2015}, type = {Book} } @book{11766, author = {Thenkabail, P. S., ed.}, title = {Remotely sensed data characterization, classification, and accuracies}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, extent of work = {663}, DOI = {10.1201/b19294}, url = {https://doi.org/10.1201/b19294}, year = {2015}, type = {Book} } @inbook{11764, author = {Thenkabail, P. S.}, title = {Monitoring, modeling, and mapping advances over the last 50 years and a vision for the future}, booktitle = {Remote sensing of water resources, disasters, and urban studies}, editor = {Thenkabail, P.S.}, connective phrase = {Monitoring, modeling, and mapping advances over the last 50 years and a vision for the future}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {615–658}, DOI = {10.1201/b19321}, url = {https://doi.org/10.1201/b19321}, year = {2015}, type = {Book Section} } @inbook{11760, author = {Thenkabail, P. S.}, title = {Preface—Remote sensing advances of the last 50 years and a vision for the future}, booktitle = {Land resources monitoring, modeling, and mapping with remote sensing}, editor = {Thenkabail, P.S.}, connective phrase = {Preface—Remote sensing advances of the last 50 years and a vision for the future}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {xvii–xxi}, DOI = {10.1201/b19322}, url = {https://doi.org/10.1201/b19322}, year = {2015}, type = {Book Section} } @article{9065, author = {Thenkabail, P. S.}, title = {Remote sensing best paper award for the year 2015}, journal = {Remote Sensing}, volume = {7}, number = {5}, pages = {5370–5372}, DOI = {10.3390/rs70505370}, url = {https://doi.org/10.3390/rs70505370}, year = {2015}, type = {Journal Article} } @inbook{11765, author = {Thenkabail, P. S.}, title = {Remote sensing data characterization, classification, and accuracies—Advances of the last 50 years and a vision for the future}, booktitle = {Remotely sensed data characterization, classification, and accuracies}, editor = {Thenkabail, P.S.}, connective phrase = {Remote sensing data characterization, classification, and accuracies—Advances of the last 50 years and a vision for the future}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {625–662}, DOI = {10.1201/b19294-51}, url = {https://doi.org/10.1201/b19294-51}, year = {2015}, type = {Book Section} } @inbook{11762, author = {Thenkabail, P. S.}, title = {Remote sensing of land resources—Monitoring, modeling, and mapping advances over the last 50 years and a vision for the future}, booktitle = {Land resources monitoring, modeling, and mapping with remote sensing}, editor = {Thenkabail, P.S.}, connective phrase = {Remote sensing of land resources—Monitoring, modeling, and mapping advances over the last 50 years and a vision for the future}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {791–831}, DOI = {10.1201/b19322-43}, url = {https://doi.org/10.1201/b19322-43}, year = {2015}, type = {Book Section} } @article{11805, author = {Thenkabail, P. S.}, title = {Remote sensing 10th anniversary best paper award}, journal = {Remote Sensing}, volume = {11}, number = {15}, DOI = {10.3390/rs11151790}, url = {https://doi.org/10.3390/rs11151790}, year = {2019}, type = {Journal Article} } @article{12000, author = {Thenkabail, P. S.}, title = {Remote sensing open access journal of MDPI—Current progress and future vision}, journal = {Remote Sensing}, volume = {12}, number = {15}, DOI = {10.3390/RS12152442}, url = {https://doi.org/10.3390/RS12152442}, year = {2020}, type = {Journal Article} } @article{12194, author = {Thenkabail, P. S. and Aneece, I. and Teluguntla, P. and Oliphant, A.}, title = {Hyperspectral narrowband data propel gigantic leap in the earth remote sensing}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {87}, number = {7}, pages = {461–467}, DOI = {10.14358/PERS.87.7.461}, url = {https://doi.org/10.14358/PERS.87.7.461}, year = {2021}, type = {Journal Article} } @misc{12384, author = {Thenkabail, P. S. and Aneece, I. and Teluguntla, P. and Oliphant, A. and Foley, D.}, title = {New generation and old generation hyperspectral remote sensing data and their comparisons with multispectral data in the study of global agriculture and vegetation}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5744–5745}, month = {17–22 July 2022}, note = {READY}, abstract = {Great advances in remote sensing are taking place with new generation of spaceborne hyperspectral sensors such as the DESIS and PRISMA which are already acquiring data for over a year now and the upcoming launch of EnMAP. Understanding the characteristics of these data for a wide array of applications is of great importance to advance the twenty-first century satellite remote sensing. In this paper we will make a comprehensive assessment of new generation hyperspectral sensors such as the DESIS and the PRISMA and compare the same with the older generation hyperspectral sensors such as the Hyperion as well as with various multispectral sensors in study of major world agricultural crops. © 2022 IEEE.}, keywords = {DESIS Hyperion hyperspectral Machine Learning PRISMA Crops Remote sensing Hyperspectral remote sensing data Hyperspectral sensors Machine-learning Multi-spectral data Remote-sensing Space-borne}, DOI = {10.1109/IGARSS46834.2022.9883556}, url = {https://doi.org/10.1109/IGARSS46834.2022.9883556}, year = {2022}, type = {Conference Paper} } @misc{2208, author = {Thenkabail, P. S. and Biradar, C. and Noojipady, P. and Islam, A. and Vithanage, J. and Velpuri, M. and Dheeravath, V. and Kulawardhana, W. and Li, Y. J. and Gunasinghe, S. and Alankara, R.}, title = {International Water Management Institute's Data Storehouse Pathway (IWMIDSP) a unique data and knowledge gateway of spatial data with emphasis on river basins}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6418}, month = {28–29 October 2006}, note = {READY}, DOI = {10.1117/12.713214}, url = {https://doi.org/10.1117/12.713214}, year = {2006}, type = {Conference Paper} } @article{2204, author = {Thenkabail, P. S. and Biradar, C. M. and Noojipady, P. and Cai, X. and Dheeravath, V. and Li, Y. and Velpuri, M. and Gumma, M. and Pandey, S.}, title = {Sub-pixel area calculation methods for estimating irrigated areas}, journal = {Sensors}, volume = {7}, number = {11}, pages = {2519–2538}, DOI = {10.3390/s7112519}, url = {https://doi.org/10.3390/s7112519}, year = {2007}, type = {Journal Article} } @article{2191, author = {Thenkabail, P. S. and Biradar, C. M. and Noojipady, P. and Dheeravath, V. and Li, Y. and Velpuri, M. and Gumma, M. and Gangalakunta, O. R. P. and Turral, H. and Cai, X. and Vithanage, J. and Schull, M. A. and Dutta, R.}, title = {Global irrigated area map (GIAM), derived from remote sensing, for the end of the last millennium}, journal = {International Journal of Remote Sensing}, volume = {30}, number = {14}, pages = {3679–3733}, DOI = {10.1080/01431160802698919}, url = {https://doi.org/10.1080/01431160802698919}, year = {2009}, type = {Journal Article} } @misc{2207, author = {Thenkabail, P. S. and Biradar, C. M. and Noojipady, P. and Islam, A. and Velpuri, M. and Vithanage, J. and Kulawardhana, W. and Li, Y. J. and Dheeravath, V. I. and Gunasinghe, S. and Alankara, R.}, title = {The spatial data and knowledge gateways at the international Water Management Institute (IWMI)}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6421}, month = {28–29 October 2006}, note = {READY}, DOI = {10.1117/12.713224}, url = {https://doi.org/10.1117/12.713224}, year = {2006}, type = {Conference Paper} } @misc{2211, author = {Thenkabail, P. S. and Biradar, C. M. and Turral, H. and Schull, M.}, title = {A satellite sensor based global map of irrigated areas and products}, publisher = {Asian Conference on Remote Sensing}, volume = {Proceedings}, pages = {340–344}, month = {7–11 November 2005}, note = {READY}, DOI = {https://a-a-r-s.org/proceeding/ACRS2005/Papers/WAR2-1.pdf}, url = {https://a-a-r-s.org/proceeding/ACRS2005/Papers/WAR2-1.pdf}, year = {2005}, type = {Conference Paper} } @article{2194, author = {Thenkabail, P. S. and Dheeravath, V. and Biradar, C. M. and Gangalakunta, O. R. P. and Noojipady, P. and Gurappa, C. and Velpuri, M. and Gumma, M. and Li, Y.}, title = {Irrigated area maps and statistics of India using remote sensing and national statistics}, journal = {Remote Sensing}, volume = {1}, number = {2}, pages = {50–67}, DOI = {10.3390/rs1020050}, url = {https://doi.org/10.3390/rs1020050}, year = {2009}, type = {Journal Article} } @article{2216, author = {Thenkabail, P. S. and Enclona, E. A. and Ashton, M. S. and Legg, C. and De Dieu, M. J.}, title = {Hyperion, IKONOS, ALI, and ETM+ sensors in the study of African rainforests}, journal = {Remote Sensing of Environment}, volume = {90}, number = {1}, pages = {23–43}, DOI = {10.1016/j.rse.2003.11.018}, url = {https://doi.org/10.1016/j.rse.2003.11.018}, year = {2004}, type = {Journal Article} } @article{2215, author = {Thenkabail, P. S. and Enclona, E. A. and Ashton, M. S. and Van Der Meer, B.}, title = {Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications}, journal = {Remote Sensing of Environment}, volume = {91}, number = {3–4}, pages = {354–376}, DOI = {10.1016/j.rse.2004.03.013}, url = {https://doi.org/10.1016/j.rse.2004.03.013}, year = {2004}, type = {Journal Article} } @article{2205, author = {Thenkabail, P. S. and GangadharaRao, P. and Biggs, T. W. and Krishna, M. and Turral, H.}, title = {Spectral matching techniques to determine historical Land-use/Land-cover (LULC) and irrigated areas using time-series 0.1-degree AVHRR pathfinder datasets}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {73}, number = {9}, pages = {1029–1040}, DOI = {http://eserv.asprs.org/PERS/2007journal/sep/2007_sep_1029-1040.pdf}, url = {http://eserv.asprs.org/PERS/2007journal/sep/2007_sep_1029-1040.pdf}, year = {2007}, type = {Journal Article} } @article{2220, author = {Thenkabail, P. S. and Hall, J. and Lin, T. and Ashton, M. S. and Harris, D. and Enclona, E. A.}, title = {Detecting floristic structure and pattern across topographic and moisture gradients in a mixed species Central African forest using IKONOS and Landsat-7 ETM+ images}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {4}, number = {3}, pages = {255–270}, DOI = {10.1016/S0303-2434(03)00006-0}, url = {https://doi.org/10.1016/S0303-2434(03)00006-0}, year = {2003}, type = {Journal Article} } @article{2186, author = {Thenkabail, P. S. and Hanjra, M. A. and Dheeravath, V. and Gumma, M.}, title = {A holistic view of global croplands and their water use for ensuring global food security in the 21st century through advanced remote sensing and non-remote sensing approaches}, journal = {Remote Sensing}, volume = {2}, number = {1}, pages = {211–261}, DOI = {10.3390/rs2010211}, url = {https://doi.org/10.3390/rs2010211}, year = {2010}, type = {Journal Article} } @inbook{11739, author = {Thenkabail, P. S. and Hanjra, M. A. and Dheeravath, V. and Gumma, M.}, title = {Global croplands and their water use from remote sensing and nonremote sensing perspectives}, booktitle = {Advances in environmental remote sensing—Sensors, algorithms, and applications}, editor = {Weng, Q.}, connective phrase = {Global croplands and their water use from remote sensing and nonremote sensing perspectives}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {383–420}, DOI = {10.1201/b10599}, url = {https://doi.org/10.1201/b10599}, year = {2011}, type = {Book Section} } @article{2175, author = {Thenkabail, P. S. and Knox, J. W. and Ozdogan, M. and Gumma, M. K. and Congalton, R. G. and Wu, Z. and Milesi, C. and Finkral, A. and Marshall, M. and Mariotto, I. and You, S. and Giri, C. and Nagler, P.}, title = {Assessing future risks to agricultural productivity, water resources and food security—How can remote sensing help?}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {78}, number = {8}, pages = {773–782}, DOI = {http://digital.ipcprintservices.com/publication/index.php?i=120539&m=&l=&p=7&pre=&ver=html5#{"page":6,"issue_id":120539}}, url = {http://digital.ipcprintservices.com/publication/index.php?i=120539&m=&l=&p=7&pre=&ver=html5#{"page":6,"issue_id":120539}}, year = {2012}, type = {Journal Article} } @article{2172, author = {Thenkabail, P. S. and Mariotto, I. and Gumma, M. K. and Middleton, E. M. and Landis, D. R. and Huemmrich, K. F.}, title = {Selection of hyperspectral narrowbands (hnbs) and composition of hyperspectral twoband vegetation indices (HVIS) for biophysical characterization and discrimination of crop types using field reflectance and Hyperion/EO-1 data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {6}, number = {2}, pages = {427–439}, DOI = {10.1109/JSTARS.2013.2252601}, url = {https://doi.org/10.1109/JSTARS.2013.2252601}, year = {2013}, type = {Journal Article} } @article{2225, author = {Thenkabail, P. S. and Nolte, C.}, title = {Capabilities of Landsat-5 Thematic Mapper (TM) data in regional mapping and characterization of inland valley agroecosystems in West Africa}, journal = {International Journal of Remote Sensing}, volume = {17}, number = {8}, pages = {1505–1538}, DOI = {10.1080/01431169608948721}, url = {https://doi.org/10.1080/01431169608948721}, year = {1996}, type = {Journal Article} } @article{2222, author = {Thenkabail, P. S. and Nolte, C. and Lyon, J. G.}, title = {Remote sensing and GIS modeling for selection of a benchmark research area in the inland valley agroecosystems of West and Central Africa}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {66}, number = {6}, pages = {755–768}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2000journal/june/2000_jun_755-768.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2000journal/june/2000_jun_755-768.pdf}, year = {2000}, type = {Journal Article} } @article{8653, author = {Thenkabail, P. S. and Rhee, J.}, title = {GIScience and remote sensing (TGRS) special issue on advances in remote sensing and GIS-based drought monitoring}, journal = {GIScience and Remote Sensing}, volume = {54}, number = {2}, pages = {141–143}, DOI = {10.1080/15481603.2017.1296219}, url = {https://doi.org/10.1080/15481603.2017.1296219}, year = {2017}, type = {Journal Article} } @article{2213, author = {Thenkabail, P. S. and Schull, M. and Turral, H.}, title = {Ganges and Indus river basin land use/land cover (LULC) and irrigated area mapping using continuous streams of MODIS data}, journal = {Remote Sensing of Environment}, volume = {95}, number = {3}, pages = {317–341}, DOI = {10.1016/j.rse.2004.12.018}, url = {https://doi.org/10.1016/j.rse.2004.12.018}, year = {2005}, type = {Journal Article} } @article{2223, author = {Thenkabail, P. S. and Smith, R. B. and De Pauw, E.}, title = {Hyperspectral vegetation indices and their relationships with agricultural crop characteristics}, journal = {Remote Sensing of Environment}, volume = {71}, number = {2}, pages = {158–182}, DOI = {10.1016/S0034-4257(99)00067-X}, url = {https://doi.org/10.1016/S0034-4257(99)00067-X}, year = {2000}, type = {Journal Article} } @article{2221, author = {Thenkabail, P. S. and Smith, R. B. and De Pauw, E.}, title = {Evaluation of narrowband and broadband vegetation indices for determining optimal hyperspectral wavebands for agricultural crop characterization}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {68}, number = {6}, pages = {607–621}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2002journal/june/2002_jun_607-621.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2002journal/june/2002_jun_607-621.pdf}, year = {2002}, type = {Journal Article} } @article{2214, author = {Thenkabail, P. S. and Stucky, N. and Griscom, B. W. and Ashton, M. S. and Diels, J. and Van der Meer, B. and Enclona, E.}, title = {Biomass estimations and carbon stock calculations in the oil palm plantations of African derived savannas using IKONOS data}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {23}, pages = {5447–5472}, DOI = {10.1080/01431160412331291279}, url = {https://doi.org/10.1080/01431160412331291279}, year = {2004}, type = {Journal Article} } @inbook{11767, author = {Thenkabail, P. S. and Teluguntla, P. and Gumma, M. K. and Dheeravath, V.}, title = {Hyperspectral remote sensing for terrestrial applications}, booktitle = {Land resources monitoring, modeling, and mapping with remote sensing}, editor = {Thenkabail, P.S.}, connective phrase = {Hyperspectral remote sensing for terrestrial applications}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {201–233}, DOI = {10.1201/b19322-17}, url = {https://doi.org/10.1201/b19322-17}, year = {2015}, type = {Book Section} } @article{2176, author = {Thenkabail, P. S. and Wu, Z.}, title = {An automated cropland classification algorithm (ACCA) for Tajikistan by combining Landsat, MODIS, and secondary data}, journal = {Remote Sensing}, volume = {4}, number = {10}, pages = {2890–2918}, DOI = {10.3390/rs4102890}, url = {https://doi.org/10.3390/rs4102890}, year = {2012}, type = {Journal Article} } @misc{4541, author = {Thoma, D. and Moran, M.S. and Bryant, R. and Collins, C. H. and Rahman, M. and Skirvin, S.}, title = {Comparison of two methods for extracting surface soil moisture from C-band radar imagery}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {827–830}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1368532}, url = {https://doi.org/10.1109/IGARSS.2004.1368532}, year = {2004}, type = {Conference Paper} } @article{8536, author = {Thoma, D. P. and Moran, M. S. and Bryant, R. and Rahman, M. and Holifield-Collins, C. D. and Skirvin, S. and Sano, E. E. and Slocum, K.}, title = {Comparison of four models to determine surface soil moisture from C-band radar imagery in a sparsely vegetated semiarid landscape}, journal = {Water Resources Research}, volume = {42}, number = {1}, DOI = {10.1029/2004WR003905}, url = {https://doi.org/10.1029/2004WR003905}, year = {2006}, type = {Journal Article} } @article{8337, author = {Thoma, D. P. and Moran, M. 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J.}, title = {Absolute radiometric calibration of Landsat 7 ETM+ using the reflectance-based method}, journal = {Remote Sensing of Environment}, volume = {78}, number = {1–2}, pages = {27–38}, DOI = {10.1016/S0034-4257(01)00247-4}, url = {https://doi.org/10.1016/S0034-4257(01)00247-4}, year = {2001}, type = {Journal Article} } @misc{4749, author = {Thome, K.J.}, title = {Sampling and uncertainty issues in trending reflectance-based vicarious calibration results}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5882}, month = {31 July–1 August 2005}, note = {READY}, DOI = {10.1117/12.618178}, url = {https://doi.org/10.1117/12.618178}, year = {2005}, type = {Conference Paper} } @misc{4564, author = {Thome, K.J.}, title = {Solar radiometry studies of Tucson's Aspen fire smoke}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {26–31}, month = {5–6 April 2005}, note = {READY}, DOI = {10.1109/AERSOL.2005.1494145}, url = {https://doi.org/10.1109/AERSOL.2005.1494145}, year = {2005}, type = {Conference Paper} } @misc{4869, author = {Thome, K.J.}, title = {Vicarious calibration of aster backward-looking telescope}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6296}, month = {14–16 August 2006}, note = {READY}, DOI = {10.1117/12.680648}, url = {https://doi.org/10.1117/12.680648}, year = {2006}, type = {Conference Paper} } @misc{6154, author = {Thome, K.J.}, title = {Characterization approaches to place invariant sites on sitraceable scales}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7019–7022}, month = {22–27 July 2012}, note = {READY}, DOI = {10.1109/IGARSS.2012.6351955}, url = {https://doi.org/10.1109/IGARSS.2012.6351955}, year = {2012}, type = {Conference Paper} } @misc{6690, author = {Thome, K.J.}, title = {Calibration demonstration system for the reflected solar}, publisher = {Optical Society of America}, volume = {Fourier Transform Spectroscopy and Hyperspectral Imaging and Sounding of the Environment, OSA Technical Digest}, month = {1–4 March 2015}, note = {READY}, DOI = {10.1364/HISE.2015.HW1B.3}, url = {https://doi.org/10.1364/HISE.2015.HW1B.3}, year = {2015}, type = {Conference Paper} } @misc{7124, author = {Thome, K.J.}, title = {Calibration/validation error budgets, uncertainties, traceability and their importance to imaging spectrometry}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1912–1915}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7729492}, url = {https://doi.org/10.1109/IGARSS.2016.7729492}, year = {2016}, type = {Conference Paper} } @misc{7387, author = {Thome, K.J.}, title = {Importance of calibration/validation traceability for multi-sensor imaging spectrometry applications}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3055–3058}, month = {23–28 July 2017}, note = {READY}, DOI = {10.1109/IGARSS.2017.8127643}, url = {https://doi.org/10.1109/IGARSS.2017.8127643}, year = {2017}, type = {Conference Paper} } @article{8806, author = {Thome, K. J. and Arai, K. and Tsuchida, S. and Biggar, S. F.}, title = {Vicarious calibration of ASTER via the reflectance-based approach}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {46}, number = {10}, pages = {3285–3295}, DOI = {10.1109/TGRS.2008.928730}, url = {https://doi.org/10.1109/TGRS.2008.928730}, year = {2008}, type = {Journal Article} } @article{8769, author = {Thome, K.J. and Aral, K. and Hook, S. and Kieffer, H. and Lang, H. and Matsunaga, T. and Ono, A. and Palluconi, F.D. and Sakuma, H. and Slater, P. and Takashima, T. and Tonooka, H. and Tsuchida, S. and Welch, R. M. and Zalewski, E.}, title = {ASTER preflight and inflight calibration and the validation of level 2 products}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {36}, number = {4}, pages = {1161–1172}, DOI = {10.1109/36.701023}, url = {https://doi.org/10.1109/36.701023}, year = {1998}, type = {Journal Article} } @misc{5709, author = {Thome, K.J. and Barnes, R. and Baize, R. and O'Connell, J. and Hair, J.}, title = {Calibration of the reflected solar instrument for the Climate Absolute Radiance and Refractivity Observatory}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2275–2278}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5651486}, url = {https://doi.org/10.1109/IGARSS.2010.5651486}, year = {2010}, type = {Conference Paper} } @misc{4214, author = {Thome, K.J. and Barnes, R. and Feldman, G.}, title = {Intercomparison of ETM+, MODIS, and SeaWiFS using a land test site}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4881}, pages = {319–326}, month = {23–26 September 2002}, note = {READY}, DOI = {10.1117/12.463005}, url = {https://doi.org/10.1117/12.463005}, year = {2002}, type = {Conference Paper} } @misc{4528, author = {Thome, K.J. and Biggar, S. and Choi, H. J.}, title = {Vicarious calibration of Terra ASTER, MISR, and MODIS}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5542}, pages = {290–299}, month = {2–6 August 2004}, note = {READY}, DOI = {10.1117/12.559942}, url = {https://doi.org/10.1117/12.559942}, year = {2004}, type = {Conference Paper} } @misc{4048, author = {Thome, K.J. and Biggar, S. and Slater, P.}, title = {Effects of assumed solar spectral irradiance on intercomparisons of earth-observing sensors}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4540}, pages = {260–269}, month = {17–20 September 2001}, note = {READY}, DOI = {10.1117/12.450668}, url = {https://doi.org/10.1117/12.450668}, year = {2001}, type = {Conference Paper} } @article{8798, author = {Thome, K. J. and Biggar, S. F. and Wisniewski, W.}, title = {Cross comparison of EO-1 sensors and other earth resources sensors to Landsat-7 ETM+ using Railroad Valley Playa}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {41}, number = {6 pt. 1}, pages = {1180–1188}, DOI = {10.1109/TGRS.2003.813210}, url = {https://doi.org/10.1109/TGRS.2003.813210}, year = {2003}, type = {Journal Article} } @misc{4757, author = {Thome, K.J. and Cattrall, C. and D'Amico, J. and Geis, J.}, title = {Ground-reference calibration results for LANDSAT-7 ETM+}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5882}, month = {31 July–1 August 2005}, note = {READY}, DOI = {10.1117/12.618185}, url = {https://doi.org/10.1117/12.618185}, year = {2005}, type = {Conference Paper} } @article{8640, author = {Thome, K. J. and Crowther, B. G. and Biggar, S. F.}, title = {Reflectance- and irradiance-based calibration of Landsat-5 thematic mapper}, journal = {Canadian Journal of Remote Sensing}, volume = {23}, number = {4}, pages = {309–317}, DOI = {10.1080/07038992.1997.10855217}, url = {https://doi.org/10.1080/07038992.1997.10855217}, year = {1997}, type = {Journal Article} } @misc{4381, author = {Thome, K.J. and Czapla-Myers, J. and Biggar, S.}, title = {Vicarious calibration of Aqua and Terra MODIS}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5151}, pages = {395–405}, month = {3–6 August 2003}, note = {READY}, DOI = {10.1117/12.506364}, url = {https://doi.org/10.1117/12.506364}, year = {2003}, type = {Conference Paper} } @misc{4531, author = {Thome, K.J. and Czapla-Myers, J. and Biggar, S.}, title = {Ground-monitor radiometer system for vicarious calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5546}, pages = {223–232}, month = {2–4 August 2004}, note = {READY}, DOI = {10.1117/12.559950}, url = {https://doi.org/10.1117/12.559950}, year = {2004}, type = {Conference Paper} } @misc{5242, author = {Thome, K.J. and Czapla-Myers, J. and Kuester, M. and Anderson, N.}, title = {Accuracy assessment for the radiometric calibration of imaging sensors using preflight techniques relying on the sun as a source}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 7081}, month = {11–13 August 2008}, note = {READY}, DOI = {10.1117/12.795681}, url = {https://doi.org/10.1117/12.795681}, year = {2008}, type = {Conference Paper} } @misc{648, author = {Thome, K.J. and Czapla-Myers, J. and Leisso, N. and McCorkel, J.T. and Buchanan, J.}, title = {Intercomparison of imaging sensors using automated ground measurements}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {IV1332–IV1335}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4779977}, url = {https://doi.org/10.1109/IGARSS.2008.4779977}, year = {2008}, type = {Conference Paper} } @misc{764, author = {Thome, K.J. and Czapla-Myers, J. and McCorkel, J.T.}, title = {Retrieval of surface BRDF for reflectance-based calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6677}, month = {26–28 August 2007}, note = {READY}, DOI = {10.1117/12.734847}, url = {https://doi.org/10.1117/12.734847}, year = {2007}, type = {Conference Paper} } @misc{7193, author = {Thome, K.J. and Czapla-Myers, J. and Wenny, B. and Anderson, N.}, title = {Calibration and use of an ultra-portable field transfer radiometer for automated vicarious calibration}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10402}, month = {6–10 August 2017}, note = {READY}, DOI = {10.1117/12.2275498}, url = {https://doi.org/10.1117/12.2275498}, year = {2017}, type = {Conference Paper} } @misc{4901, author = {Thome, K.J. and D'Amico, J. and Hugon, C.}, title = {Intercomparison of terra ASTER, MISR, and MODIS, and Landsat-7 ETM+}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1772–1775}, month = {31 July–4 August 2006}, note = {READY}, DOI = {10.1109/IGARSS.2006.458}, url = {https://doi.org/10.1109/IGARSS.2006.458}, year = {2006}, type = {Conference Paper} } @misc{5892, author = {Thome, K.J. and Fox, N.}, title = {2010 CEOS field reflectance intercomparisons lessons learned}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3879–3882}, month = {24–29 July 2011}, note = {READY}, DOI = {10.1109/IGARSS.2011.6050078}, url = {https://doi.org/10.1109/IGARSS.2011.6050078}, year = {2011}, type = {Conference Paper} } @misc{4756, author = {Thome, K.J. and Geis, J. and Cattrall, C.}, title = {Comparison of ground-reference calibration results for Landsat-7 ETM+ for large and small test sites}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5882}, month = {31 July–1 August 2005}, note = {READY}, DOI = {10.1117/12.617856}, url = {https://doi.org/10.1117/12.617856}, year = {2005}, type = {Conference Paper} } @article{8066, author = {Thome, K.J. and Goldberg, M. and Mita, D. and Stensaas, G. L.}, title = {JACIE—A model partnership}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {79}, number = {8}, pages = {681–682}, DOI = {https://ntrs.nasa.gov/search.jsp?R=20150023303}, url = {https://ntrs.nasa.gov/search.jsp?R=20150023303}, year = {2013}, type = {Journal Article} } @misc{5881, author = {Thome, K.J. and Gubbels, T. and Barnes, R.}, title = {Preliminary error budget for the reflected solar instrument for the Climate Absolute Radiance and Refractivity Observatory}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8153}, month = {23–25 August 2011}, note = {READY}, DOI = {10.1117/12.894177}, url = {https://doi.org/10.1117/12.894177}, year = {2011}, type = {Conference Paper} } @article{1054, author = {Thome, K. J. and Helder, D. L. and Aaron, D.B. and DeWald, J. D.}, title = {Landsat-5 TM and Landsat-7 ETM+ absolute radiometric calibration using the reflectance-based method}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {42}, number = {12}, pages = {2777–2785}, DOI = {10.1109/TGRS.2004.839085}, url = {https://doi.org/10.1109/TGRS.2004.839085}, year = {2004}, type = {Journal Article} } @misc{4112, author = {Thome, K.J. and Kuester, M. and Reagan, J.}, title = {Cirrus spectral optical depths retrieved from solar transmittance measurements}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2017–2019}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1026431}, url = {https://doi.org/10.1109/IGARSS.2002.1026431}, year = {2002}, type = {Conference Paper} } @misc{7782, author = {Thome, K.J. and LaMarr, J. and Scott, K. and Gustafson-Bold, C.}, title = {Methods for the calibration of SPOT-4 HRVIR and vegetation}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3439}, pages = {439–449}, month = {19–21 July 2002}, note = {READY}, DOI = {10.1117/12.325650}, url = {https://doi.org/10.1117/12.325650}, year = {1998}, type = {Conference Paper} } @misc{7881, author = {Thome, K. J. and LaMarr, J. H. and Biggar, S. F. and Lopez, A. S.}, title = {Ground-reference calibration of Landsat-7 ETM+}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 3870}, pages = {234–242}, month = {20–23 September 1999}, note = {READY}, DOI = {10.1117/12.373191}, url = {https://doi.org/10.1117/12.373191}, year = {1999}, type = {Conference Paper} } @misc{5303, author = {Thome, K. J. and Lockwood, R. B. and Biggar, S. F. and Anderson, N. and Czapla-Myers, J. and Miller, S. J. and Chrien, T. G. and Schiller, S. J. and Silny, J. F. and Glennon, M. A. and Cooley, T. W.}, title = {Preflight and vicarious calibration of artemis}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {I249–I252}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4778840}, url = {https://doi.org/10.1109/IGARSS.2008.4778840}, year = {2008}, type = {Conference Paper} } @misc{5867, author = {Thome, K.J. and Lunsford, A. and Montanaro, M. and Reuter, D. and Smith, R. and Tesfaye, Z. and Wenny, B.}, title = {Calibration plan for the thermal infrared sensor on the Landsat data continuity mission}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8048}, month = {25–28 April 2011}, note = {READY}, DOI = {10.1117/12.886473}, url = {https://doi.org/10.1117/12.886473}, year = {2011}, type = {Conference Paper} } @article{8067, author = {Thome, K.J. and Markham, B. and Barker, J. and Slater, P. and Biggar, S.}, title = {Radiometric calibration of Landsat}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {63}, number = {7}, pages = {853–858}, DOI = {https://pdfs.semanticscholar.org/18c0/c053384ecdfac3be59efb33d5a21e7652d76.pdf}, url = {https://pdfs.semanticscholar.org/18c0/c053384ecdfac3be59efb33d5a21e7652d76.pdf}, year = {1997}, type = {Journal Article} } @misc{6151, author = {Thome, K.J. and McCorkel, J.T.}, title = {Cross-calibration of imaging sensors using modelbased, SI-traceable predictions of at-sensor radiance}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8510}, month = {13–16 August 2012}, note = {READY}, DOI = {10.1117/12.930309}, url = {https://doi.org/10.1117/12.930309}, year = {2012}, type = {Conference Paper} } @article{115, author = {Thome, K.J. and McCorkel, J.T. and Czapla-Myers, J.}, title = {In-situ transfer standard and coincident-view intercomparisons for sensor cross-calibration}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {51}, number = {3}, pages = {1088–1097}, DOI = {10.1109/TGRS.2013.2243841}, url = {https://doi.org/10.1109/TGRS.2013.2243841}, year = {2013}, type = {Journal Article} } @misc{6157, author = {Thome, K.J. and McCorkel, J.T. and Hair, J. and McAndrew, B. and Daw, A. and Jennings, D. and Rabin, D.}, title = {Test plan for a calibration demonstration system for the reflected solar instrument for the climate absolute radiance and refractivity observatory}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8516}, month = {12–13 August 2012}, note = {READY}, DOI = {10.1117/12.930337}, url = {https://doi.org/10.1117/12.930337}, year = {2012}, type = {Conference Paper} } @misc{6428, author = {Thome, K.J. and McCorkel, J.T. and McAndrew, B.}, title = {Error budget for a calibration demonstration system for the reflected solar instrument for the climate absolute radiance and refractivity observatory}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8870}, month = {26–27 August 2013}, note = {READY}, DOI = {10.1117/12.2024562}, url = {https://doi.org/10.1117/12.2024562}, year = {2013}, type = {Conference Paper} } @misc{3461, author = {Thome, K.J. and McCorkel, J.T. and McAndrew, B.}, title = {Demonstrating the error budget for the Climate Absolute Radiance and Refractivity Observatory through solar irradiance measurements}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9607}, month = {9–13 August 2015}, note = {READY}, DOI = {10.1117/12.2188849}, url = {https://doi.org/10.1117/12.2188849}, year = {2015}, type = {Conference Paper} } @misc{3916, author = {Thome, K.J. and Nandy, P.}, title = {Accuracy of ground-reference calibration of imaging spectroradiometers at large sensor view angles}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4132}, pages = {260–268}, month = {31 July–2 August 2000}, note = {READY}, DOI = {10.1117/12.406595}, url = {https://doi.org/10.1117/12.406595}, year = {2000}, type = {Conference Paper} } @article{8770, author = {Thome, K.J. and Palluconi, F.D. and Takashima, T. and Masuda, K.}, title = {Atmospheric correction of ASTER}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {36}, number = {4}, pages = {1199–1211}, DOI = {10.1109/36.701026}, url = {https://doi.org/10.1109/36.701026}, year = {1998}, type = {Journal Article} } @misc{4537, author = {Thome, K.J. and Reagan, J. and Geis, J. and Bolt, M. and Spinhirne, J.}, title = {Validation of GLAS calibration using ground- and satellite-based data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2468–2471}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1369793}, url = {https://doi.org/10.1109/IGARSS.2004.1369793}, year = {2004}, type = {Conference Paper} } @misc{5704, author = {Thome, K.J. and Reuter, D. and Richardson, C. and Smith, R.}, title = {Calibration of the thermal infrared sensor on the Landsat Data Continuity Mission}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1660–1663}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5652758}, url = {https://doi.org/10.1109/IGARSS.2010.5652758}, year = {2010}, type = {Conference Paper} } @article{8712, author = {Thome, K.J. and Schiller, S. and Conel, J. and Arai, K. and Tsuchida, S.}, title = {Results of the 1996 Earth Observing System vicarious calibration joint campaign at Lunar Lake Playa, Nevada (USA)}, journal = {Metrologia}, volume = {35}, number = {4}, pages = {631–638}, DOI = {10.1088/0026-1394/35/4/70}, url = {https://doi.org/10.1088/0026-1394/35/4/70}, year = {1998}, type = {Journal Article} } @misc{4049, author = {Thome, K.J. and Smith, N. and Scott, K.}, title = {Vicarious calibration of MODIS using Railroad Valley Playa}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1209–1211}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976794}, url = {https://doi.org/10.1109/IGARSS.2001.976794}, year = {2001}, type = {Conference Paper} } @article{8714, author = {Thome, K.J. and Wenny, B. and Anderson, N. and McCorkel, J.T. and Czapla-Myers, J. and Biggar, S.}, title = {Ultra-portable field transfer radiometer for vicarious calibration of earth imaging sensors}, journal = {Metrologia}, volume = {55}, number = {3}, pages = {S104–S117}, DOI = {10.1088/1681-7575/aab311}, url = {https://doi.org/10.1088/1681-7575/aab311}, year = {2018}, type = {Journal Article} } @misc{3844, author = {Thome, K. J. and Whittington, E. and LaMarr, J. and Anderson, N. and Nandy, P.}, title = {Early ground-reference calibration results for Landsat-7 ETM+ using small test sites}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4049}, pages = {134–142}, month = {24–26 April 2000}, note = {READY}, DOI = {10.1117/12.410334}, url = {https://doi.org/10.1117/12.410334}, year = {2000}, type = {Conference Paper} } @misc{4109, author = {Thome, K.J. and Whittington, E. and Smith, N.}, title = {Radiometric calibration of MODIS with reference to Landsat-7 ETM+}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4483}, pages = {203–210}, month = {29 July–3 August 2001}, note = {READY}, DOI = {10.1117/12.453455}, url = {https://doi.org/10.1117/12.453455}, year = {2002}, type = {Conference Paper} } @misc{3900, author = {Thome, K.J. and Whittington, E. and Smith, N. and Nandy, P. and Zalewski, E.}, title = {Ground-reference techniques for the absolute radiometric calibration of MODIS}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4135}, pages = {51–59}, month = {30 July–4 August 2000}, note = {READY}, DOI = {10.1117/12.494219}, url = {https://doi.org/10.1117/12.494219}, year = {2000}, type = {Conference Paper} } @article{1390, author = {Thomlinson, J. R. and Bolstad, P. V. and Cohen, W. B.}, title = {Coordinating methodologies for scaling landcover classifications from site-specific to global—Steps toward validating global map products}, journal = {Remote Sensing of Environment}, volume = {70}, number = {1}, pages = {16–28}, DOI = {10.1016/S0034-4257(99)00055-3}, url = {https://doi.org/10.1016/S0034-4257(99)00055-3}, year = {1999}, type = {Journal Article} } @misc{12320, author = {Thompson, D. R. and Bearden, D. and Brosnan, I. and Cawse-Nicholson, K. and Chrone, J. and Green, R. O. and Glenn, N. and Guild, L. and Hook, S. J. and Kokaly, R. and Lee, C. and Luvall, J. and Miller, C. E. and Nastal, J. and Pavlick, R. and Poulter, B. and Schimel, D. S. and Schneider, F. and Uz, S. S. and Sen, A. and Serbin, S. and Stavros, N. and Thome, K. and Townsend, P. A. and Turner, W. and Turpie, K. and Wang, W.}, title = {NASA’s surface biology and geology concept study—Status and next steps}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {112–114}, month = {12–16 July 2021}, note = {READY}, abstract = {On Jan. 5, 2018, at the request of NASA, the National Oceanic and Atmospheric Administration (NOAA) and the U.S. Geological Survey (USGS), the Committee on the Decadal Survey for Earth Science and Applications from Space (ESAS) of the National Academies of Sciences, Engineering and Medicine (NASEM) Space Studies Board, Division on Engineering and Physical Sciences released the 2017 Decadal Survey, “Thriving on Our Changing Planet: A Decadal Strategy for Earth Observations from Space” [1]. The 700-page document is the second such Earth sciences survey produced by NASEM. The first, “Earth Science and Applications from Space: National Imperatives for the Next Decade and Beyond,” was released in 2007. The 2018 study designated a global “Surface Biology and Geology” (SBG) investigation that would include both imaging spectroscopy and thermal infrared observations [1]. This suite of measurements would address a wide range of global science questions. Its themes include: flows of energy, carbon, water, and nutrients sustaining terrestrial and marine ecosystems; the variability of the land surface and the fluxes of water and energy; inventory of the world's volcanoes, and the composition and temperature of volcanic products immediately following eruptions; other natural hazards including wildfires; snow accumulation and melt; water balance from the headwaters to the continent; land and water use effects on evapotranspiration; functional traits and diversity of terrestrial and aquatic ecosystems and vegetation; and more. Figure 1 shows example spectra from these surfaces, illustrating the enormous diversity of scene content that would be observed. Tables 1 and 2 show examples of the core and higher-level products that the SBG mission would produce.}, ISBN = {in}, DOI = {10.1109/IGARSS47720.2021.9554480}, url = {https://doi.org/10.1109/IGARSS47720.2021.9554480}, year = {2021}, type = {Conference Paper} } @article{8140, author = {Thompson, D. R. and Guanter, L. and Berk, A. and Gao, B. C. and Richter, R. and Schläpfer, D. and Thome, K. J.}, title = {Retrieval of atmospheric parameters and surface reflectance from visible and shortwave infrared imaging spectroscopy data}, journal = {Surveys in Geophysics}, volume = {40}, number = {3}, pages = {333–360}, DOI = {10.1007/s10712-018-9488-9}, url = {https://doi.org/10.1007/s10712-018-9488-9}, year = {2019}, type = {Journal Article} } @article{3671, author = {Thompson, S. D. and Nelson, T. A. and Coops, N. C. and Wulder, M. A. and Lantz, T. C.}, title = {Global spatial–temporal variability in terrestrial productivity and phenology regimes between 2000 and 2012}, journal = {Annals of the American Association of Geographers}, volume = {107}, pages = {1519–1537}, DOI = {10.1080/24694452.2017.1309964}, url = {https://doi.org/10.1080/24694452.2017.1309964}, year = {2017}, type = {Journal Article} } @article{3351, author = {Thompson, S. D. and Nelson, T. A. and White, J. C. and Wulder, M. A.}, title = {Mapping dominant tree species over large forested areas using Landsat best-available-pixel image composites}, journal = {Canadian Journal of Remote Sensing}, volume = {41}, number = {3}, pages = {203–218}, DOI = {10.1080/07038992.2015.1065708}, url = {https://doi.org/10.1080/07038992.2015.1065708}, year = {2015}, type = {Journal Article} } @article{8363, author = {Thorp, K. R. and Wang, G. and West, A. L. and Moran, M. S. and Bronson, K. F. and White, J. W. and Mon, J.}, title = {Estimating crop biophysical properties from remote sensing data by inverting linked radiative transfer and ecophysiological models}, journal = {Remote Sensing of Environment}, volume = {124}, pages = {224–233}, DOI = {10.1016/j.rse.2012.05.013}, url = {https://doi.org/10.1016/j.rse.2012.05.013}, year = {2012}, type = {Journal Article} } @article{8073, author = {Thrasher, B. and Xiong, J. U. N. and Wang, W. and Melton, F. and Michaelis, A. and Nemani, R.R.}, title = {Downscaled climate projections suitable for resource management}, journal = {Eos}, volume = {94}, number = {37}, pages = {321–323}, DOI = {10.1002/2013EO370002}, url = {https://doi.org/10.1002/2013EO370002}, year = {2013}, type = {Journal Article} } @article{1115, author = {Tian, Y. and Dickinson, R. E. and Zhou, L. and Myneni, R. B. and Friedl, M. and Schaaf, C. 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N.}, title = {Satellite remote sensing of drought conditions}, booktitle = {Planning for drought—Toward a reduction of societal vulnerability}, editor = {Wilhite, Donald and Easterling, William and Wood, Deborah A. and Rasmusson, Eugene}, connective phrase = {Satellite remote sensing of drought conditions}, publisher = {Routledge}, place published = {Abingdon, UK}, chapter = {chap. 11}, pages = {145–151}, DOI = {10.4324/9780429301735-11}, url = {https://doi.org/10.4324/9780429301735-11}, year = {2019}, type = {Book Section} } @article{973, author = {Tucker, C. J. and Pinzon, J. E. and Brown, M. E. and Slayback, D. A. and Pak, E. W. and Mahoney, R. and Vermote, E. F. and El Saleous, N.}, title = {An extended AVHRR 8-km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data}, journal = {International Journal of Remote Sensing}, volume = {26}, number = {20}, pages = {4485–4498}, DOI = {10.1080/01431160500168686}, url = {https://doi.org/10.1080/01431160500168686}, year = {2005}, type = {Journal Article} } @article{12286, author = {Tulbure, M. G. and Broich, M. and Perin, V. and Gaines, M. and Ju, J. and Stehman, S. V. and Pavelsky, T. and Masek, J. G. and Yin, S. and Mai, J. and Betbeder-Matibet, L.}, title = {Can we detect more ephemeral floods with higher density harmonized Landsat Sentinel 2 data compared to Landsat 8 alone?}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {185}, pages = {232–246}, abstract = {Spatiotemporal quantification of surface water and flooding is essential given that floods are among the largest natural hazards. Effective disaster response management requires near real-time information on flood extent. Satellite remote sensing is the only way of monitoring these dynamics across vast areas and over time. Previous water and flood mapping efforts have relied on optical time series, despite cloud contamination. This reliance on optical data is due to the availability of systematically acquired and easily accessible optical data globally for over 40 years. Prior research used either MODIS or Landsat data, trading either high temporal density but lower spatial resolution or lower cadence but higher spatial resolution. Both MODIS and Landsat pose limitations as Landsat can miss ephemeral floods, whereas MODIS misses small floods and inaccurately delineates flood edges. Leveraging high temporal frequency of 3–4 days of the existing Landsat-8 (L8) and two Sentinel-2 (S2) satellites combined, in this research, we assessed whether the increased temporal frequency of the three sensors improves our ability to detect surface water and flooding extent compared to a single sensor (L8 alone). Our study area was Australia's Murray-Darling Basin, one of the world's largest dryland basins that experiences ephemeral floods. We applied machine learning to NASA's Harmonized Landsat Sentinel-2 (HLS) Surface Reflectance Product, which combines L8 and S2 observations, to map surface water and flooding dynamics. Our overall accuracy, estimated from a stratified random sample, was 99%. Our user's and producer's accuracy for the water class was 80% (±3.6%, standard error) and 76% (±5.8%). We focused on 2019, one of the most recent years when all three HLS sensors operated at full capacity. Our results show that water area (permanent and flooding) identified with the HLS was greater than that identified by L8, and some short-lived flooding events were detected only by the HLS. Comparison with high resolution (3 m) PlanetScope data identified extensive mixed pixels at the 30 m HLS resolution, highlighting the need for improved spatial resolution in future work. The HLS has been able to detect floods in cases when one sensor (L8) alone was not, despite 2019 being one of the driest years in the area, with few flooding events. The dense optical time-series offered by the HLS data is thus critical for capturing temporally dynamic phenomena (i.e., ephemeral floods in drylands), highlighting the importance of harmonized data such as the HLS. © 2022 International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS)}, DOI = {10.1016/j.isprsjprs.2022.01.021}, url = {https://doi.org/10.1016/j.isprsjprs.2022.01.021}, year = {2022}, type = {Journal Article} } @article{12271, author = {Tulbure, M. G. and Hostert, P. and Kuemmerle, T. and Broich, M.}, title = {Regional matters—On the usefulness of regional land-cover datasets in times of global change}, journal = {Remote Sensing in Ecology and Conservation}, volume = {8}, number = {3}, pages = {272–283}, abstract = {Unprecedented amounts of analysis-ready Earth Observation (EO) data, combined with increasing computational power and new algorithms, offer novel opportunities for analysing ecosystem dynamics across large geographic extents, and to support conservation planning and action. Much research effort has gone into developing global EO-based land-cover and land-use datasets, including tree cover, crop types, and surface water dynamics. Yet there are inherent trade-offs between regional and global EO products pertaining to class legends, availability of training/validation data, and accuracy. Acknowledging and understanding these trade-offs is paramount for both developing EO products and for answering science questions relevant for ecology or conservation studies based on these data. Here we provide context on the development of global EO-based land-cover and land-use datasets, and outline advantages and disadvantages of both regional and global datasets. We argue that both types of EO-derived land-cover datasets can be preferable, with regional data providing the context-specificity that is often required for policy making and implementation (e.g., land-use and management, conservation planning, payment schemes for ecosystem services), making use of regional knowledge, particularly important when moving from land cover to actors. Ensuring that global and regional land-cover and land-use products derived based on EO data are compatible and nested, both in terms of class legends and accuracy assessment, should be a key consideration when developing such data. Open access high-quality training and validation data derived as part of such efforts are of utmost importance. Likewise, global efforts to generate sets of essential variables for climate change, biodiversity, or eventually land use, which often require land-cover maps as inputs, should consider regionalized, hierarchical approaches to not sacrifice regional context. Global change impacts manifest in regions, and so must the policy and planning responses to these challenges. EO data should embrace that regions matter, perhaps more than ever, in an age of global data availability and processing. © 2021 The Authors. Remote Sensing in Ecology and Conservation published by John Wiley & Sons Ltd on behalf of Zoological Society of London.}, DOI = {10.1002/rse2.248}, url = {https://doi.org/10.1002/rse2.248}, year = {2022}, type = {Journal Article} } @article{407, author = {Tulbure, M. G. and Wimberly, M. C. and Roy, D. P. and Henebry, G. M.}, title = {Spatial and temporal heterogeneity of agricultural fires in the central United States in relation to land cover and land use}, journal = {Landscape Ecology}, volume = {26}, number = {2}, pages = {211–224}, DOI = {10.1007/s10980-010-9548-0}, url = {https://doi.org/10.1007/s10980-010-9548-0}, year = {2011}, type = {Journal Article} } @article{11066, author = {Tuli, F. T. Z. and Pinto, C. T. and Angal, A. and Xiong, X. and Helder, D.}, title = {New approach for temporal stability evaluation of Pseudo-Invariant Calibration Sites (PICS)}, journal = {Remote Sensing}, volume = {11}, number = {12}, DOI = {10.3390/rs11121502}, url = {https://doi.org/10.3390/rs11121502}, year = {2019}, type = {Journal Article} } @article{1364, author = {Turner, D. P. and Cohen, W. B. and Kennedy, R. E.}, title = {Alternative spatial resolutions and estimation of carbon flux over a managed forest landscape in western Oregon}, journal = {Landscape Ecology}, volume = {15}, number = {5}, pages = {441–452}, DOI = {10.1023/A:1008116300063}, url = {https://doi.org/10.1023/A:1008116300063}, year = {2000}, type = {Journal Article} } @article{1393, author = {Turner, D. P. and Cohen, W. B. and Kennedy, R. E. and Fassnacht, K. S. and Briggs, J. M.}, title = {Relationships between leaf area index and Landsat TM spectral vegetation indices across three temperate zone sites}, journal = {Remote Sensing of Environment}, volume = {70}, number = {1}, pages = {52–68}, DOI = {10.1016/S0034-4257(99)00057-7}, url = {https://doi.org/10.1016/S0034-4257(99)00057-7}, year = {1999}, type = {Journal Article} } @article{391, author = {Turner, D. P. and Göckede, M. and Law, B. E. and Ritts, W. D. and Cohen, W. B. and Yang, Z. and Hudiburg, T. and Kennedy, R.E. and Duane, M.}, title = {Multiple constraint analysis of regional land-surface carbon flux}, journal = {Tellus, Series B—Chemical and Physical Meteorology}, volume = {63}, number = {2}, pages = {207–221}, DOI = {10.1111/j.1600-0889.2011.00525.x}, url = {https://doi.org/10.1111/j.1600-0889.2011.00525.x}, year = {2011}, type = {Journal Article} } @article{1234, author = {Turner, D. P. and Gower, S. T. and Cohen, W. B. and Gregory, M. and Maiersperger, T. K.}, title = {Effects of spatial variability in light use efficiency on satellite-based NPP monitoring}, journal = {Remote Sensing of Environment}, volume = {80}, number = {3}, pages = {397–405}, DOI = {10.1016/S0034-4257(01)00319-4}, url = {https://doi.org/10.1016/S0034-4257(01)00319-4}, year = {2002}, type = {Journal Article} } @article{2235, author = {Turner, D. P. and Jacobson, A. R. and Ritts, W. D. and Wang, W. L. and Nemani, R.R.}, title = {A large proportion of north american net ecosystem production is offset by emissions from harvested products, river/stream evasion, and biomass burning}, journal = {Global Change Biology}, volume = {19}, number = {11}, pages = {3516–3528}, DOI = {10.1111/gcb.12313}, url = {https://doi.org/10.1111/gcb.12313}, year = {2013}, type = {Journal Article} } @article{899, author = {Turner, D. P. and Ritts, W. D. and Cohen, W. B. and Gower, S. T. and Running, S. W. and Zhao, M. and Costa, M. H. and Kirschbaum, A. A. and Ham, J. M. and Saleska, S. R. and Ahl, D. E.}, title = {Evaluation of MODIS NPP and GPP products across multiple biomes}, journal = {Remote Sensing of Environment}, volume = {102}, number = {3-4}, pages = {282–292}, DOI = {10.1016/j.rse.2006.02.017}, url = {https://doi.org/10.1016/j.rse.2006.02.017}, year = {2006}, type = {Journal Article} } @article{1123, author = {Turner, D. P. and Ritts, W. D. and Cohen, W. B. and Gower, S. T. and Zhao, M. and Running, S. W. and Wofsy, S. C. and Urbanski, S. and Dunn, A. L. and Munger, J. W.}, title = {Scaling Gross Primary Production (GPP) over boreal and deciduous forest landscapes in support of MODIS GPP product validation}, journal = {Remote Sensing of Environment}, volume = {88}, number = {3}, pages = {256–270}, DOI = {10.1016/j.rse.2003.06.005}, url = {https://doi.org/10.1016/j.rse.2003.06.005}, year = {2003}, type = {Journal Article} } @article{1008, author = {Turner, D. P. and Ritts, W. D. and Cohen, W. B. and Maeirsperger, T. K. and Gower, S. T. and Kirschbaum, A. A. and Running, S. W. and Zhao, M. and Wofsy, S. C. and Dunn, A. L. and Law, B. E. and Campbell, J. L. and Oechel, W. C. and Kwon, H. J. and Meyers, T. P. and Small, E. E. and Kurc, S. A. and Gamon, J. A.}, title = {Site-level evaluation of satellite-based global terrestrial gross primary production and net primary production monitoring}, journal = {Global Change Biology}, volume = {11}, number = {4}, pages = {666–684}, DOI = {10.1111/j.1365-2486.2005.00936.x}, url = {https://doi.org/10.1111/j.1365-2486.2005.00936.x}, year = {2005}, type = {Journal Article} } @article{3270, author = {Turner, D. P. and Ritts, W. D. and Kennedy, R. E. and Gray, A. N. and Yang, Z.}, title = {Effects of harvest, fire, and pest/pathogen disturbances on the West Cascades ecoregion carbon balance}, journal = {Carbon Balance and Management}, volume = {10}, DOI = {10.1186/s13021-015-0022-9}, url = {https://doi.org/10.1186/s13021-015-0022-9}, year = {2015}, type = {Journal Article} } @article{3497, author = {Turner, D. P. and Ritts, W. D. and Kennedy, R. E. and Gray, A. N. and Yang, Z.}, title = {Regional carbon cycle responses to 25 years of variation in climate and disturbance in the US Pacific Northwest}, journal = {Regional Environmental Change}, volume = {16}, number = {8}, pages = {2345–2355}, DOI = {10.1007/s10113-016-0956-9}, url = {https://doi.org/10.1007/s10113-016-0956-9}, year = {2016}, type = {Journal Article} } @article{771, author = {Turner, D. P. and Ritts, W. D. and Law, B. E. and Cohen, W. B. and Yang, Z. and Hudiburg, T. and Campbell, J. L. and Duane, M.}, title = {Scaling net ecosystem production and net biome production over a heterogeneous region in the western United States}, journal = {Biogeosciences}, volume = {4}, number = {4}, pages = {597–612}, DOI = {10.5194/bg-4-597-2007}, url = {https://doi.org/10.5194/bg-4-597-2007}, year = {2007}, type = {Journal Article} } @article{869, author = {Turner, D. P. and Ritts, W. D. and Styles, J. M. and Yang, Z. and Cohen, W. B. and Law, B. E. and Thornton, P. E.}, title = {A diagnostic carbon flux model to monitor the effects of disturbance and interannual variation in climate on regional NEP}, journal = {Tellus, Series B—Chemical and Physical Meteorology}, volume = {58}, number = {5}, pages = {476–490}, DOI = {10.1111/j.1600-0889.2006.00221.x}, url = {https://doi.org/10.1111/j.1600-0889.2006.00221.x}, year = {2006}, type = {Journal Article} } @article{336, author = {Turner, D. P. and Ritts, W. D. and Yang, Z. and Kennedy, R. E. and Cohen, W. B. and Duane, M. V. and Thornton, P. E. and Law, B. E.}, title = {Decadal trends in net ecosystem production and net ecosystem carbon balance for a regional socioecological system}, journal = {Forest Ecology and Management}, volume = {262}, number = {7}, pages = {1318–1325}, DOI = {10.1016/j.foreco.2011.06.034}, url = {https://doi.org/10.1016/j.foreco.2011.06.034}, year = {2011}, type = {Journal Article} } @article{3149, author = {Turner, J. and Barrand, N. E. and Bracegirdle, T. J. and Convey, P. and Hodgson, D. A. and Jarvis, M. and Jenkins, A. and Marshall, G. and Meredith, M. P. and Roscoe, H. and Shanklin, J. and French, J. and Goosse, H. and Guglielmin, M. and Gutt, J. and Jacobs, S. and Kennicutt Ii, M. C. and Masson-Delmotte, V. and Mayewski, P. and Navarro, F. and Robinson, S. and Scambos, T.A. and Sparrow, M. and Summerhayes, C. and Speer, K. and Klepikov, A.}, title = {Antarctic climate change and the environment—An update}, journal = {Polar Record}, volume = {50}, number = {3}, pages = {237–259}, DOI = {10.1017/S0032247413000296}, url = {https://doi.org/10.1017/S0032247413000296}, year = {2014}, type = {Journal Article} } @article{8200, author = {Turner, W. and Rondinini, C. and Pettorelli, N. and Mora, B. and Leidner, A. K. and Szantoi, Z. and Buchanan, G. and Dech, S. and Dwyer, J.L. and Herold, M. and Koh, L. P. and Leimgruber, P. and Taubenboeck, H. and Wegmann, M. and Wikelski, M. and Woodcock, C.E.}, title = {Free and open-access satellite data are key to biodiversity conservation}, journal = {Biological Conservation}, volume = {182}, pages = {173–176}, DOI = {10.1016/j.biocon.2014.11.048}, url = {https://doi.org/10.1016/j.biocon.2014.11.048}, year = {2015}, type = {Journal Article} } @misc{6695, author = {Turubanova, S. and Potapov, P. and Krylov, A. and Tyukavina, A. and McCarty, J. L. and Radeloff, V. C. and Hansen, M. C.}, title = {Using the Landsat data archive to assess long-term regional forest dynamics assessment in Eastern Europe, 1985-2012}, publisher = {International Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, pages = {531–537}, month = {11–15 May 2015}, note = {READY}, DOI = {10.5194/isprsarchives-XL-7-W3-531-2015}, url = {https://doi.org/10.5194/isprsarchives-XL-7-W3-531-2015}, year = {2015}, type = {Conference Paper} } @article{11421, author = {Turubanova, S. and Potapov, P. V. and Tyukavina, A. and Hansen, M. C.}, title = {Ongoing primary forest loss in Brazil, Democratic Republic of the Congo, and Indonesia}, journal = {Environmental Research Letters}, volume = {13}, number = {7}, DOI = {10.1088/1748-9326/aacd1c}, url = {https://doi.org/10.1088/1748-9326/aacd1c}, year = {2018}, type = {Journal Article} } @article{8727, author = {Tyukavina, A. and Baccini, A. and Hansen, M. C. and Potapov, P. V. and Stehman, S. V. and Houghton, R. A. and Krylov, A. M. and Turubanova, S. and Goetz, S. J.}, title = {Aboveground carbon loss in natural and managed tropical forests from 2000 to 2012}, journal = {Environmental Research Letters}, volume = {10}, number = {7}, DOI = {10.1088/1748-9326/10/7/074002}, url = {https://doi.org/10.1088/1748-9326/10/7/074002}, year = {2015}, type = {Journal Article} } @article{10705, author = {Tyukavina, A. and Baccini, A. and Hansen, M. C. and Potapov, P. V. and Stehman, S. V. and Houghton, R. A. and Turubanova, S. and Goetz, S. J.}, title = {Corrigendum—Aboveground carbon loss in natural and managed tropical forests from 2000 to 2012 (Environmental Research Letters (2015) 10 (074002)—DOI—10.1088/1748-9326/10/7/074002)}, journal = {Environmental Research Letters}, volume = {13}, number = {10}, DOI = {10.1088/1748-9326/aae31e}, url = {https://doi.org/10.1088/1748-9326/aae31e}, year = {2018}, type = {Journal Article} } @article{10848, author = {Tyukavina, A. and Hansen, M. C. and Potapov, P. and Parker, D. and Okpa, C. and Stehman, S. V. and Kommareddy, I. and Turubanova, S.}, title = {Congo Basin forest loss dominated by increasing smallholder clearing}, journal = {Science Advances}, volume = {4}, number = {11}, DOI = {10.1126/sciadv.aat2993}, url = {https://doi.org/10.1126/sciadv.aat2993}, year = {2018}, type = {Journal Article} } @article{8840, author = {Tyukavina, A. and Hansen, M. C. and Potapov, P. V. and Krylov, A. M. and Goetz, S. J.}, title = {Pan-tropical hinterland forests—Mapping minimally disturbed forests}, journal = {Global Ecology and Biogeography}, volume = {25}, number = {2}, pages = {151–163}, DOI = {10.1111/geb.12394}, url = {https://doi.org/10.1111/geb.12394}, year = {2016}, type = {Journal Article} } @article{8876, author = {Tyukavina, A. and Hansen, M. C. and Potapov, P. V. and Stehman, S. V. and Smith-Rodriguez, K. and Okpa, C. and Aguilar, R.}, title = {Types and rates of forest disturbance in Brazilian Legal Amazon, 2000–2013}, journal = {Science Advances}, volume = {3}, number = {4}, DOI = {10.1126/sciadv.1601047}, url = {https://doi.org/10.1126/sciadv.1601047}, year = {2017}, type = {Journal Article} } @article{8721, author = {Tyukavina, A. and Stehman, S. V. and Potapov, P. V. and Turubanova, S. A. and Baccini, A. and Goetz, S. J. and Laporte, N. T. and Houghton, R. A. and Hansen, M. C.}, title = {National-scale estimation of gross forest aboveground carbon loss—A case study of the Democratic Republic of the Congo}, journal = {Environmental Research Letters}, volume = {8}, number = {4}, DOI = {10.1088/1748-9326/8/4/044039}, url = {https://doi.org/10.1088/1748-9326/8/4/044039}, year = {2013}, type = {Journal Article} } @misc{4549, author = {Ulbrich, G. and Meynart, R. and Nieke, J. and Itten, K. I. and Nieke, J. and Schlaepfer, D. and Chorier, P. and Vuillermet, M. and Neukom, A. and Feusi, H. and Moser, R. and De Vos, L. and Piesbergen, J. and Strobl, P.}, title = {APEX-Airborne Prism Experiment—The realization phase of an airborne hyperspectral imager}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5570}, pages = {453–459}, month = {13–15 September 2004}, note = {READY}, DOI = {10.1117/12.566471}, url = {https://doi.org/10.1117/12.566471}, year = {2004}, type = {Conference Paper} } @article{9036, author = {Ulsig, L. and Nichol, C. J. and Huemmrich, K. F. and Landis, D. R. and Middleton, E. M. and Lyapustin, A. I. and Mammarella, I. and Levula, J. and Porcar-Castell, A.}, title = {Detecting inter-annual variations in the phenology of evergreen conifers using long-term MODIS vegetation index time series}, journal = {Remote Sensing}, volume = {9}, number = {1}, DOI = {10.3390/rs9010049}, url = {https://doi.org/10.3390/rs9010049}, year = {2017}, type = {Journal Article} } @article{8552, author = {Uribe, A. S. and Healey, S. P. and Moisen, G. G. and Rivas, R. P. and Aguilar, E. G. and Tovar, C. L. M. and Diaz Ponce Davalos, E. S. and Mascorro, V. S.}, title = {Mexican forest inventory expands continental carbon monitoring}, journal = {Eos}, volume = {89}, number = {47}, pages = {470–471}, DOI = {10.1029/2008EO470002}, url = {https://doi.org/10.1029/2008EO470002}, year = {2008}, type = {Journal Article} } @article{11879, author = {Uribe, S. V. and Estades, C. F. and Radeloff, V. C.}, title = {Pine plantations and five decades of land use change in central Chile}, journal = {PLoS ONE}, volume = {15}, number = {3}, DOI = {10.1371/journal.pone.0230193}, url = {https://doi.org/10.1371/journal.pone.0230193}, year = {2020}, type = {Journal Article} } @article{11872, author = {Uvsh, D. and Gehlbach, S. and Potapov, P. V. and Munteanu, C. and Bragina, E. V. and Radeloff, V. C.}, title = {Correlates of forest-cover change in European Russia, 1989–2012}, journal = {Land Use Policy}, volume = {96}, DOI = {10.1016/j.landusepol.2020.104648}, url = {https://doi.org/10.1016/j.landusepol.2020.104648}, year = {2020}, type = {Journal Article} } @article{11068, author = {Vadrevu, K. and Heinimann, A. and Gutman, G. and Justice, C.}, title = {Remote sensing of land use/cover changes in South and Southeast Asian Countries}, journal = {International Journal of Digital Earth}, volume = {12}, number = {10}, pages = {1099–1102}, DOI = {10.1080/17538947.2019.1654274}, url = {https://doi.org/10.1080/17538947.2019.1654274}, year = {2019}, type = {Journal Article} } @article{8737, author = {Vadrevu, K. and Ohara, T. and Justice, C.O.}, title = {Land cover, land use changes and air pollution in Asia—A synthesis}, journal = {Environmental Research Letters}, volume = {12}, number = {12}, DOI = {10.1088/1748-9326/aa9c5d}, url = {https://doi.org/10.1088/1748-9326/aa9c5d}, year = {2017}, type = {Journal Article} } @article{186, author = {Vadrevu, K. P. and Csiszar, I. and Ellicott, E. and Giglio, L. and Badarinath, K. V. S. and Vermote, E.F. and Justice, C.O.}, title = {Hotspot analysis of vegetation fires and intensity in the Indian region}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {6}, number = {1}, pages = {224–238}, DOI = {10.1109/JSTARS.2012.2210699}, url = {https://doi.org/10.1109/JSTARS.2012.2210699}, year = {2012}, type = {Journal Article} } @article{11062, author = {Vadrevu, K. P. and Dadhwal, V. K. and Gutman, G. and Justice, C.}, title = {Remote sensing of agriculture—South/Southeast Asia research initiative special issue}, journal = {International Journal of Remote Sensing}, volume = {40}, number = {21}, pages = {8071–8075}, DOI = {10.1080/01431161.2019.1617507}, url = {https://doi.org/10.1080/01431161.2019.1617507}, year = {2019}, type = {Journal Article} } @article{372, author = {Vadrevu, K. P. and Ellicott, E. and Badarinath, K. V. S. and Vermote, E.F.}, title = {MODIS derived fire characteristics and aerosol optical depth variations during the agricultural residue burning season, north India}, journal = {Environmental Pollution}, volume = {159}, number = {6}, pages = {1560–1569}, DOI = {10.1016/j.envpol.2011.03.001}, url = {https://doi.org/10.1016/j.envpol.2011.03.001}, year = {2011}, type = {Journal Article} } @article{287, author = {Vadrevu, K. P. and Ellicott, E. and Giglio, L. and Badarinath, K. V. S. and Vermote, E.F. and Justice, C.O. and Lau, W. K. M.}, title = {Vegetation fires in the Himalayan region—Aerosol load, black carbon emissions and smoke plume heights}, journal = {Atmospheric Environment}, volume = {47}, pages = {241–251}, DOI = {10.1016/j.atmosenv.2011.11.009}, url = {https://doi.org/10.1016/j.atmosenv.2011.11.009}, year = {2012}, type = {Journal Article} } @article{2433, author = {Vadrevu, K. P. and Giglio, L. and Justice, C.O.}, title = {Satellite based analysis of fire-carbon monoxide relationships from forest and agricultural residue burning (2003-2011)}, journal = {Atmospheric Environment}, volume = {64}, pages = {179–191}, DOI = {10.1016/j.atmosenv.2012.09.055}, url = {https://doi.org/10.1016/j.atmosenv.2012.09.055}, year = {2013}, type = {Journal Article} } @article{8287, author = {Vadrevu, K. P. and Justice, C.O. and Prasad, T. and Prasad, N. and Gutman, G.}, title = {Land cover/land use change and impact on environment in South Asia - (Continuation of January, 2015 special issue)}, journal = {Journal of Environmental Management}, volume = {161}, pages = {431–432}, DOI = {10.1016/j.jenvman.2015.07.054}, url = {https://doi.org/10.1016/j.jenvman.2015.07.054}, year = {2015}, type = {Journal Article} } @article{8286, author = {Vadrevu, K. P. and Justice, C.O. and Prasad, T. and Prasad, N. and Gutman, G.}, title = {Land cover/land use change and impacts on environment in South Asia}, journal = {Journal of Environmental Management}, volume = {148}, pages = {1–3}, DOI = {10.1016/j.jenvman.2014.12.005}, url = {https://doi.org/10.1016/j.jenvman.2014.12.005}, year = {2015}, type = {Journal Article} } @article{8230, author = {Vadrevu, K. P. and Lasko, K. and Giglio, L. and Justice, C.O.}, title = {Analysis of Southeast Asian pollution episode during June 2013 using satellite remote sensing datasets}, journal = {Environmental Pollution}, volume = {195}, pages = {245–256}, DOI = {10.1016/j.envpol.2014.06.017}, url = {https://doi.org/10.1016/j.envpol.2014.06.017}, year = {2014}, type = {Journal Article} } @article{8731, author = {Vadrevu, K. P. and Lasko, K. and Giglio, L. and Justice, C.O.}, title = {Vegetation fires, absorbing aerosols and smoke plume characteristics in diverse biomass burning regions of Asia}, journal = {Environmental Research Letters}, volume = {10}, number = {10}, DOI = {10.1088/1748-9326/10/10/105003}, url = {https://doi.org/10.1088/1748-9326/10/10/105003}, year = {2015}, type = {Journal Article} } @article{11025, author = {Vadrevu, K. P. and Lasko, K. and Giglio, L. and Schroeder, W. and Biswas, S. and Justice, C.}, title = {Trends in vegetation fires in South and Southeast Asian countries}, journal = {Scientific Reports}, volume = {9}, number = {1}, DOI = {10.1038/s41598-019-43940-x}, url = {https://doi.org/10.1038/s41598-019-43940-x}, year = {2019}, type = {Journal Article} } @article{8232, author = {Vadrevu, K. P. and Ohara, T. and Justice, C.O.}, title = {Air pollution in Asia}, journal = {Environmental Pollution}, volume = {195}, pages = {233–235}, DOI = {10.1016/j.envpol.2014.09.006}, url = {https://doi.org/10.1016/j.envpol.2014.09.006}, year = {2014}, type = {Journal Article} } @article{8068, author = {Vaisfeld, M. A. and Baskin, L. M. and Gubar, Y. P. and Radeloff, V.C. and Sitnikova, E. F. and Novoselova, N. S.}, title = {Dynamics of the southern borders of brown bears range in European Russia}, journal = {Reports of Russian Academy of Science, series Geographical}, volume = {3}, number = {3}, pages = {81–91}, DOI = {http://www.greenfox.anynotes.com/summaries.htm#bear}, url = {http://www.greenfox.anynotes.com/summaries.htm#bear}, year = {2008}, type = {Journal Article} } @article{3729, author = {Valayamkunnath, P. and Sridhar, V. and Zhao, W. and Allen, R. G.}, title = {Intercomparison of surface energy fluxes, soil moisture, and evapotranspiration from eddy covariance, large-aperture scintillometer, and modeling across three ecosystems in a semiarid climate}, journal = {Agricultural and Forest Meteorology}, volume = {248}, pages = {22–47}, DOI = {10.1016/j.agrformet.2017.08.025}, url = {https://doi.org/10.1016/j.agrformet.2017.08.025}, year = {2018}, type = {Journal Article} } @article{11225, author = {Valayamkunnath, P. and Sridhar, V. and Zhao, W. and Allen, R. G.}, title = {A comprehensive analysis of interseasonal and interannual energy and water balance dynamics in semiarid shrubland and forest ecosystems}, journal = {Science of the Total Environment}, volume = {651}, pages = {381–398}, DOI = {10.1016/j.scitotenv.2018.09.130}, url = {https://doi.org/10.1016/j.scitotenv.2018.09.130}, year = {2019}, type = {Journal Article} } @article{11090, author = {Valayamkunnath, P. and Sridhar, V. and Zhao, W. and Allen, R. G.}, title = {Corrigendum to “A comprehensive analysis of interseasonal and interannual energy and water balance dynamics in semiarid shrubland and forest ecosystems” [Sci. Total Environ. 651 (2019) 381–398](S0048969718335721)(10.1016/j.scitotenv.2018.09.130)}, journal = {Science of the Total Environment}, volume = {686}, pages = {847–847}, DOI = {10.1016/j.scitotenv.2019.06.059}, url = {https://doi.org/10.1016/j.scitotenv.2019.06.059}, year = {2019}, type = {Journal Article} } @article{11060, author = {Valayamkunnath, P. and Sridhar, V. and Zhao, W. and Allen, R. G.}, title = {Corrigendum to “Intercomparison of surface energy fluxes, soil moisture, and evapotranspiration from eddy covariance, large-aperture scintillometer, and modeling across three ecosystems in a semiarid climate” (Agricultural and Forest Meteorology (2018) 248 (22–47), (S0168192317302812), (10.1016/j.agrformet.2017.08.025))}, journal = {Agricultural and Forest Meteorology}, volume = {278}, DOI = {10.1016/j.agrformet.2019.107646}, url = {https://doi.org/10.1016/j.agrformet.2019.107646}, year = {2019}, type = {Journal Article} } @article{1285, author = {Van Aardt, J. A. N. and Wynne, R. H.}, title = {Spectral separability among six southern tree species}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {67}, number = {12}, pages = {1367–1375}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2001journal/december/2001_dec_1367-1375.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2001journal/december/2001_dec_1367-1375.pdf}, year = {2001}, type = {Journal Article} } @article{833, author = {van Aardt, J. A. N. and Wynne, R. H.}, title = {Examining pine spectral separability using hyperspectral data from an airborne sensor—An extension of field-based results}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {2}, pages = {431–436}, DOI = {10.1080/01431160500444772}, url = {https://doi.org/10.1080/01431160500444772}, year = {2007}, type = {Journal Article} } @article{847, author = {Van Aardt, J. A. N. and Wynne, R. H. and Oderwald, R. G.}, title = {Forest volume and biomass estimation using small-footprint lidar-distributional parameters on a per-segment basis}, journal = {Forest Science}, volume = {52}, number = {6}, pages = {636–649}, DOI = {http://www.ingentaconnect.com/content/saf/fs/2006/00000052/00000006/art00003}, url = {http://www.ingentaconnect.com/content/saf/fs/2006/00000052/00000006/art00003}, year = {2006}, type = {Journal Article} } @article{691, author = {Van Aardt, J. A. N. and Wynne, R. H. and Scrivani, J. A.}, title = {Lidar-based mapping of forest volume and biomass by taxonomic group using structurally homogenous segments}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {74}, number = {8}, pages = {1033–1044}, DOI = {10.14358/PERS.74.8.1033}, url = {https://doi.org/10.14358/PERS.74.8.1033}, year = {2008}, type = {Journal Article} } @article{8309, author = {Van Berkel, D. B. and Rayfield, B. and Martinuzzi, S. and Lechowicz, M. J. and White, E. and Bell, K. P. and Colocousis, C. R. and Kovacs, K. F. and Morzillo, A. T. and Munroe, D. K. and Parmentier, B. and Radeloff, V. C. and McGill, B. J.}, title = {Recognizing the ‘sparsely settled forest’—Multi-decade socioecological change dynamics and community exemplars}, journal = {Landscape and Urban Planning}, volume = {170}, pages = {177–186}, DOI = {10.1016/j.landurbplan.2017.10.009}, url = {https://doi.org/10.1016/j.landurbplan.2017.10.009}, year = {2018}, type = {Journal Article} } @article{550, author = {van der Linden, S. and Hostert, P.}, title = {The influence of urban structures on impervious surface maps from airborne hyperspectral data}, journal = {Remote Sensing of Environment}, volume = {113}, number = {11}, pages = {2298–2305}, DOI = {10.1016/j.rse.2009.06.004}, url = {https://doi.org/10.1016/j.rse.2009.06.004}, year = {2009}, type = {Journal Article} } @article{755, author = {Van Der Linden, S. and Janz, A. and Waske, B. and Eiden, M. and Hostert, P.}, title = {Classifying segmented hyperspectral data from a heterogeneous urban environment using support vector machines}, journal = {Journal of Applied Remote Sensing}, volume = {1}, number = {1}, DOI = {10.1117/1.2813466}, url = {https://doi.org/10.1117/1.2813466}, year = {2007}, type = {Journal Article} } @article{8139, author = {van der Linden, S. and Okujeni, A. and Canters, F. and Degerickx, J. and Heiden, U. and Hostert, P. and Priem, F. and Somers, B. and Thiel, F.}, title = {Imaging spectroscopy of urban environments}, journal = {Surveys in Geophysics}, volume = {40}, number = {30}, pages = {471–488}, DOI = {10.1007/s10712-018-9486-y}, url = {https://doi.org/10.1007/s10712-018-9486-y}, year = {2019}, type = {Journal Article} } @article{9067, author = {van der Linden, S. and Rabe, A. and Held, M. and Jakimow, B. and Leitão, P. J. and Okujeni, A. and Schwieder, M. and Suess, S. and Hostert, P.}, title = {The EnMAP-box-A toolbox and application programming interface for EnMAP data processing}, journal = {Remote Sensing}, volume = {7}, number = {9}, pages = {11249–11266}, DOI = {10.3390/rs70911249}, url = {https://doi.org/10.3390/rs70911249}, year = {2015}, type = {Journal Article} } @misc{12245, author = {van der Linden, S. and Rabe, A. and Jakimow, B. and Thiel, F. and Cooper, S. and Okujeni, A. and Hostert, P.}, title = {Integrating imaging spectroscopy and GIS – Free and open source image analysis in QGIS with the EnMAP-Box 3}, publisher = {Optical Society of America}, volume = {OSA Technical Digest}, month = {19–23 July 2021}, note = {READY}, url = {https://www.osapublishing.org/abstract.cfm?URI=HISE-2021-HF4E.2}, year = {2021}, type = {Conference Paper} } @article{12199, author = {Van Donkelaar, A. and Hammer, M. S. and Bindle, L. and Brauer, M. and Brook, J. R. and Garay, M. J. and Hsu, N. C. and Kalashnikova, O. V. and Kahn, R. A. and Lee, C. and Levy, R. C. and Lyapustin, A. and Sayer, A. M. and Martin, R. V.}, title = {Monthly global estimates of fine particulate matter and their uncertainty}, journal = {Environmental Science and Technology}, volume = {55}, number = {22}, pages = {15287–15300}, DOI = {10.1021/acs.est.1c05309}, url = {https://doi.org/10.1021/acs.est.1c05309}, year = {2021}, type = {Journal Article} } @article{8498, author = {Van Donkelaar, A. and Martin, R. V. and Brauer, M. and Hsu, N. C. and Kahn, R. A. and Levy, R. C. and Lyapustin, A.I. and Sayer, A. M. and Winker, D. M.}, title = {Global estimates of fine particulate matter using a combined geophysical-statistical method with information from satellites, models, and monitors}, journal = {Environmental Science and Technology}, volume = {50}, number = {7}, pages = {3762–3772}, DOI = {10.1021/acs.est.5b05833}, url = {https://doi.org/10.1021/acs.est.5b05833}, year = {2016}, type = {Journal Article} } @article{84, author = {Van Leeuwen, M. and Coops, N. C. and Hilker, T. and Wulder, M. A. and Newnham, G. J. and Culvenor, D. S.}, title = {Automated reconstruction of tree and canopy structure for modeling the internal canopy radiation regime}, journal = {Remote Sensing of Environment}, volume = {136}, pages = {286–300}, DOI = {10.1016/j.rse.2013.04.019}, url = {https://doi.org/10.1016/j.rse.2013.04.019}, year = {2013}, type = {Journal Article} } @article{461, author = {Van Leeuwen, M. and Coops, N. C. and Wulder, M. A.}, title = {Canopy surface reconstruction from a LiDAR point cloud using Hough transform}, journal = {Remote Sensing Letters}, volume = {1}, number = {3}, pages = {125–132}, DOI = {10.1080/01431161003649339}, url = {https://doi.org/10.1080/01431161003649339}, year = {2010}, type = {Journal Article} } @article{380, author = {Van Leeuwen, M. and Hilker, T. and Coops, N. C. and Frazer, G. and Wulder, M. A. and Newnham, G. J. and Culvenor, D. S.}, title = {Assessment of standing wood and fiber quality using ground and airborne laser scanning—A review}, journal = {Forest Ecology and Management}, volume = {261}, number = {9}, pages = {1467–1478}, DOI = {10.1016/j.foreco.2011.01.032}, url = {https://doi.org/10.1016/j.foreco.2011.01.032}, year = {2011}, type = {Journal Article} } @article{3427, author = {Van Wessem, J. M. and Ligtenberg, S. R. M. and Reijmer, C. H. and Van De Berg, W. J. and Van Den Broeke, M. R. and Barrand, N. E. and Thomas, E. R. and Turner, J. and Wuite, J. and Scambos, T. A. and Van Meijgaard, E.}, title = {The modelled surface mass balance of the Antarctic Peninsula at 5.5¯km horizontal resolution}, journal = {Cryosphere}, volume = {10}, number = {1}, pages = {271–285}, DOI = {10.5194/tc-10-271-2016}, url = {https://doi.org/10.5194/tc-10-271-2016}, year = {2016}, type = {Journal Article} } @article{12104, author = {Vancutsem, C. and Achard, F. and Pekel, J. F. and Vieilledent, G. and Carboni, S. and Simonetti, D. and Gallego, J. and Aragão, L. E. O. C. and Nasi, R.}, title = {Long-term (1990–2019) monitoring of forest cover changes in the humid tropics}, journal = {Science Advances}, volume = {7}, number = {10}, DOI = {10.1126/sciadv.abe1603}, url = {https://doi.org/10.1126/sciadv.abe1603}, year = {2021}, type = {Journal Article} } @article{8678, author = {Vancutsem, C. and Pekel, J. F. and Bogaert, P. and Defourny, P.}, title = {Radiometric correction for linear change-detection techniques—Analysis in bi-temporal space}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {22}, pages = {5123–5141}, DOI = {10.1080/01431160701253212}, url = {https://doi.org/10.1080/01431160701253212}, year = {2007}, type = {Journal Article} } @article{8267, author = {Vancutsem, C. and Pekel, J. F. and Evrard, C. and Malaisse, F. and Defourny, P.}, title = {Mapping and characterizing the vegetation types of the Democratic Republic of Congo using SPOT VEGETATION time series}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {11}, number = {1}, pages = {62–76}, DOI = {10.1016/j.jag.2008.08.001}, url = {https://doi.org/10.1016/j.jag.2008.08.001}, year = {2009}, type = {Journal Article} } @misc{5870, author = {Vancutsem, C. and Pekel, J. F. and Kayitakire, F.}, title = {Dynamic mapping of cropland areas in Sub-Saharan Africa using MODIS time series}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {25–28}, month = {12–14 July 2011}, note = {READY}, DOI = {10.1109/Multi-Temp.2011.6005038}, url = {https://doi.org/10.1109/Multi-Temp.2011.6005038}, year = {2011}, type = {Conference Paper} } @misc{6457, author = {Vancutsem, C. and Pekel, J. F. and Kayitakire, F. and Duveiller, G. and Meroni, M. and Baethgen, W. and Ceccato, P.}, title = {Mapping winter and summer crops in Uruguay using MODIS time series}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {292–295}, month = {12–16 August 2013}, note = {READY}, DOI = {10.1109/Argo-Geoinformatics.2013.6621924}, url = {https://doi.org/10.1109/Argo-Geoinformatics.2013.6621924}, year = {2013}, type = {Conference Paper} } @misc{8048, author = {Vandal, T. and Ganguly, S. and Kodra, E. and Nemani, R.R. and Dy, J. and Ganguly, A. R.}, title = {Quantifying uncertainty in discrete-continuous and skewed data with Bayesian deep learning}, publisher = {Association for Computing Machinery}, volume = {Proceedings}, pages = {2377–2386}, month = {19–23 August 2018}, note = {READY}, DOI = {10.1145/3219819.3219996}, url = {https://doi.org/10.1145/3219819.3219996}, year = {2018}, type = {Conference Paper} } @misc{10792, author = {Vandal, T. and Kodra, E. and Ganguly, S. and Michaelis, A. and Nemani, R. and Ganguly, A. R.}, title = {Generating high resolution climate change projections through single image super-resolution—An abridged version}, publisher = {Association for Computing Machinery}, volume = {Proceedings}, pages = {5389–5393}, month = {13–19 July 2018}, note = {READY}, DOI = {https://www.ijcai.org/proceedings/2018/0759.pdf}, url = {https://www.ijcai.org/proceedings/2018/0759.pdf}, year = {2018}, type = {Conference Paper} } @misc{7331, author = {Vandal, T. and Kodra, E. and Ganguly, S. and Michaelis, A. and Nemani, R.R. and Ganguly, A. R.}, title = {DeepSD—Generating high resolution climate change projections through single image super-resolution}, publisher = {Association for Computing Machinery}, volume = {Part F129685}, pages = {1663–1672}, month = {13–17 August 2017}, note = {READY}, DOI = {10.1145/3097983.3098004}, url = {https://doi.org/10.1145/3097983.3098004}, year = {2017}, type = {Conference Paper} } @misc{12359, author = {Vandal, T. J. and Duffy, K. and McCarty, W. and Sewnath, A. and Nemani, R.}, title = {Dense feature tracking of atmospheric winds with deep optical flow}, publisher = {Association for Computing Machinery}, volume = {Proceedings}, pages = {1807–1815}, month = {14–18 August 2022}, note = {READY}, abstract = {Atmospheric winds are a key physical phenomenon impacting natural hazards, energy transport, ocean currents, large-scale circulation, and ecosystem fluxes. Observing winds is a complex process and presents a large gap in NASA's Earth Observation System. Atmospheric motion vectors (AMVs) aim to fill this gap by making numerical estimates of cloud movement between sequences of multi-spectral satellite images, tracking clouds and water vapor. Recent imaging hardware and software advancements have enabled the use of numerical optical flow techniques to produce accurate and dense vector fields outperforming traditional methods. This work presents WindFlow as the first machine learning based system for feature tracking atmospheric motion using optical flow. Due to the lack of large-scale satellite-based observations, we leverage high-resolution numerical simulations from NASA's GEOS-5 Nature Run to perform supervised learning and transfer to satellite images. We demonstrate that our approach using deep learning based optical flow scales to ultra-high-resolution images of size 2881x5760 with less than 1 m/s bias and 2.5 m/s average error. Four network and learning architectures are compared and it is found that recurrent all-pairs field transforms (RAFT) produces the lowest errors on all metrics for wind speed and direction. Results on held out numerical outputs show RAFT's good performance in each of the spatial, temporal, and physical dimensions. A comparison between WindFlow and an operational AMV product against rawinsonde observations shows that RAFT transfers across simulations and thermal infrared satellite observations. This work shows that machine learning based optical flow is an efficient approach to generating robust feature tracking for AMVs consistently over large regions. © 2022 Owner/Author.}, keywords = {atmospheric winds deep learning geostationary satellite imagery optical flow Geostationary satellites NASA Numerical methods Ocean currents Optical flows Wind Atmospheric motion vectors Energy-transport Feature-tracking Large-scale circulation Machine-learning Natural hazard Physical phenomena Satellite imagery}, ISBN = {in}, DOI = {10.1145/3534678.3539345}, url = {https://doi.org/10.1145/3534678.3539345}, year = {2022}, type = {Conference Paper} } @article{12168, author = {Vandal, T. J. and McDuff, D. and Wang, W. and Duffy, K. and Michaelis, A. and Nemani, R. R.}, title = {Spectral synthesis for geostationary satellite-to-satellite translation}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {60}, DOI = {10.1109/TGRS.2021.3088686}, url = {https://doi.org/10.1109/TGRS.2021.3088686}, year = {2022}, type = {Journal Article} } @article{12233, author = {Vandal, T. J. and Nemani, R. R.}, title = {Temporal interpolation of geostationary satellite imagery with optical flow}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, DOI = {10.1109/TNNLS.2021.3101742}, url = {https://doi.org/10.1109/TNNLS.2021.3101742}, year = {in press}, type = {Journal Article} } @article{2046, author = {Vanderhoof, M. and Williams, C. A. and Shuai, Y. and Jarvis, D. and Kulakowski, D. and Masek, J.G.}, title = {Albedo-induced radiative forcing from mountain pine beetle outbreaks in forests, south-central Rocky Mountains—Magnitude, persistence, and relation to outbreak severity}, journal = {Biogeosciences}, volume = {11}, number = {3}, pages = {563–575}, DOI = {10.5194/bg-11-563-2014}, url = {https://doi.org/10.5194/bg-11-563-2014}, year = {2014}, type = {Journal Article} } @article{8548, author = {Várnai, T. and Cahalan, R. F.}, title = {Potential for airborne offbeam lidar measurements of snow and sea ice thickness}, journal = {Journal of Geophysical Research Oceans}, volume = {112}, number = {12}, DOI = {10.1029/2007JC004091}, url = {https://doi.org/10.1029/2007JC004091}, year = {2007}, type = {Journal Article} } @misc{5491, author = {Várnai, T. and Cahalan, R. F.}, title = {Modeling and analysis of offbeam lidar returns from thick clouds, snow, and sea ice}, publisher = {American Nuclear Society}, volume = {Proceedings}, pages = {126–138}, month = {3–7 May 2009}, note = {READY}, year = {2009}, type = {Conference Paper} } @article{3322, author = {Vartanian, M. and Nijland, W. and Coops, N. C. and Bater, C. and Wulder, M. A. and Stenhouse, G.}, title = {Assessing the impact of field of view on monitoring understory and overstory phenology using digital repeat photography}, journal = {Canadian Journal of Remote Sensing}, volume = {40}, number = {2}, pages = {85–91}, DOI = {10.1080/07038992.2014.930308}, url = {http://www.tandfonline.com/doi/full/10.1080/07038992.2014.930308}, year = {2014}, type = {Journal Article} } @article{11630, author = {Vasilkov, A. and Lyapustin, A. and Mitchell, B. G. and Huang, D.}, title = {UV reflectance of the ocean from DSCOVR/EPIC—Comparisons with a theoretical model and AURA/OMI observations}, journal = {Journal of Atmospheric and Oceanic Technology}, volume = {36}, number = {11}, pages = {2087–2099}, DOI = {10.1175/JTECH-D-18-0150.1}, url = {https://doi.org/10.1175/JTECH-D-18-0150.1}, year = {2019}, type = {Journal Article} } @article{2914, author = {Vasilkov, A. P. and Joiner, J. and Oreopoulos, L. and Gleason, J. F. and Veefkind, P. and Bucsela, E. and Celarier, E. A. and Spurr, R. J. D. and Platnick, S.}, title = {Impact of tropospheric nitrogen dioxide on the regional radiation budget}, journal = {Atmospheric Chemistry and Physics}, volume = {9}, number = {17}, pages = {6389–6400}, DOI = {10.5194/acp-9-6389-2009}, url = {https://doi.org/10.5194/acp-9-6389-2009}, year = {2009}, type = {Journal Article} } @article{113, author = {Vastaranta, M. and Kantola, T. and Lyytikäinen-Saarenmaa, P. and Holopainen, M. and Kankare, V. and Wulder, M. A. and Hyyppä, J. and Hyyppä, H.}, title = {Area-based mapping of defoliation of scots pine stands using airborne scanning LiDAR}, journal = {Remote Sensing}, volume = {5}, number = {3}, pages = {1220–1234}, DOI = {10.3390/rs5031220}, url = {https://doi.org/10.3390/rs5031220}, year = {2013}, type = {Journal Article} } @article{3356, author = {Vastaranta, M. and Niemi, M. and Wulder, M. A. and White, J. C. and Nurminen, K. and Litkey, P. and Honkavaara, E. and Holopainen, M. and Hyyppä, J.}, title = {Forest stand age classification using time series of photogrammetrically derived digital surface models}, journal = {Scandinavian Journal of Forest Research}, volume = {31}, number = {2}, pages = {194–205}, DOI = {10.1080/02827581.2015.1060256}, url = {https://doi.org/10.1080/02827581.2015.1060256}, year = {2016}, type = {Journal Article} } @article{12, author = {Vastaranta, M. and Wulder, M. A. and White, J. C. and Pekkarinen, A. and Tuominen, S. and Ginzler, C. and Kankare, V. and Holopainen, M. and Hyyppä, J. and Hyyppä, H.}, title = {Airborne laser scanning and digital stereo imagery measures of forest structure—Comparative results and implications to forest mapping and inventory update}, journal = {Canadian Journal of Remote Sensing}, volume = {39}, number = {5}, pages = {382–395}, DOI = {10.5589/m13-046}, url = {https://doi.org/10.5589/m13-046}, year = {2013}, type = {Journal Article} } @article{11099, author = {Vastaranta, M. and Yrttimaa, T. and Saarinen, N. and Yu, X. and Karjalainen, M. and Nurminen, K. and Karila, K. and Kankare, V. and Luoma, V. and Pyörälä, J. and Junttila, S. and Tanhuanpää, T. and Kaartinen, H. and Kukko, A. and Honkavaara, E. and Jaakkola, A. and Liang, X. and Wang, Y. and Vaaja, M. and Hyyppä, H. and Katoh, M. and Wulder, M. A. and Holopainen, M. and Hyyppä, J.}, title = {Airborne laser scanning outperforms the alternative 3D techniques in capturing variation in tree height and forest density in southern boreal forests}, journal = {Baltic Forestry}, volume = {24}, number = {2}, pages = {268–277}, DOI = {https://www.balticforestry.mi.lt/bf/index.php?option=com_content&view=article&catid=14&id=586}, url = {https://www.balticforestry.mi.lt/bf/index.php?option=com_content&view=article&catid=14&id=586}, year = {2018}, type = {Journal Article} } @article{10867, author = {Vastaranta, M. and Yu, X. and Luoma, V. and Karjalainen, M. and Saarinen, N. and Wulder, M. A. and White, J. C. and Persson, H. J. and Hollaus, M. and Yrttimaa, T. and Holopainen, M. and Hyyppä, J.}, title = {Aboveground forest biomass derived using multiple dates of WorldView-2 stereo-imagery—Quantifying the improvement in estimation accuracy}, journal = {International Journal of Remote Sensing}, volume = {39}, number = {23}, pages = {8766–8783}, DOI = {10.1080/01431161.2018.1492176}, url = {https://doi.org/10.1080/01431161.2018.1492176}, year = {2018}, type = {Journal Article} } @article{2595, author = {Vaughan, D. G. and Corr, H. F. J. and Bindschadler, R. A. and Dutrieux, P. and Gudmundsson, G. H. and Jenkins, A. and Newman, T. and Vornberger, P. and Wingham, D. J.}, title = {Subglacial melt channels and fracture in the floating part of Pine Island Glacier, Antarctica}, journal = {Journal of Geophysical Research Earth Surface}, volume = {117}, number = {3}, DOI = {10.1029/2012JF002360}, url = {https://doi.org/10.1029/2012JF002360}, year = {2012}, type = {Journal Article} } @article{10613, author = {Vavrus, S. J. and Wynne, R. H. and Foley, J. A.}, title = {Measuring the sensitivity of southern Wisconsin lake ice to climate variations and lake depth using a numerical model}, journal = {Limnology and Oceanography}, volume = {41}, number = {5}, pages = {822–831}, DOI = {10.4319/lo.1996.41.5.0822}, url = {https://doi.org/10.4319/lo.1996.41.5.0822}, year = {1996}, type = {Journal Article} } @misc{6175, author = {Vega-Martínez, Z. and Temimi, M. and Anderson, M. C. and Hain, C. and Krakauer, N. and Rabin, R. and Khanbilvardi, R.}, title = {Towards a better monitoring of soil moisture using a combination of estimates from passive microwave and thermal observations}, publisher = {International Association of Hydrological Sciences}, volume = {IAHS Publication 352}, pages = {42–45}, month = {27–30 September 2010}, note = {READY}, year = {2012}, type = {Conference Paper} } @article{2188, author = {Velpuri, N. M. and Thenkabail, P. S. and Gumma, M. K. and Biradar, C. and Dheeravath, V. and Noojipady, P. and Yuanjie, L.}, title = {Influence of resolution in irrigated area mapping and area estimation}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {75}, number = {12}, pages = {1383–1395}, DOI = {10.14358/PERS.75.12.1383}, url = {https://doi.org/10.14358/PERS.75.12.1383}, year = {2009}, type = {Journal Article} } @article{483, author = {Venkatesan, M. I. and Merino, O. and Baek, J. and Northrup, T. and Sheng, Y. and Shisko, J.}, title = {Trace organic contaminants and their sources in surface sediments of Santa Monica Bay, California, USA}, journal = {Marine Environmental Research}, volume = {69}, number = {5}, pages = {350–362}, DOI = {10.1016/j.marenvres.2009.12.010}, url = {https://doi.org/10.1016/j.marenvres.2009.12.010}, year = {2010}, type = {Journal Article} } @article{3422, author = {Verburg, P. H. and Crossman, N. and Ellis, E. C. and Heinimann, A. and Hostert, P. and Mertz, O. and Nagendra, H. and Sikor, T. and Erb, K. H. and Golubiewski, N. and Grau, R. and Grove, M. and Konaté, S. and Meyfroidt, P. and Parker, D. C. and Chowdhury, R. R. and Shibata, H. and Thomson, A. and Zhen, L.}, title = {Land system science and sustainable development of the earth system—A global land project perspective}, journal = {Anthropocene}, volume = {12}, pages = {29–41}, DOI = {10.1016/j.ancene.2015.09.004}, url = {https://doi.org/10.1016/j.ancene.2015.09.004}, year = {2015}, type = {Journal Article} } @misc{5871, author = {Verger, A. and Baret, F. and Weiss, M. and Kandasamy, S. and Vermote, E.F.}, title = {Quantification of LAI interannual anomalies by adjusting climatological patterns}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {113–116}, month = {12–14 July 2011}, note = {READY}, DOI = {10.1109/Multi-Temp.2011.6005061}, url = {https://doi.org/10.1109/Multi-Temp.2011.6005061}, year = {2011}, type = {Conference Paper} } @article{126, author = {Verger, A. and Baret, F. and Weiss, M. and Kandasamy, S. and Vermote, E.F.}, title = {The CACAO method for smoothing, gap filling, and characterizing seasonal anomalies in satellite time series}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {51}, number = {4}, pages = {1963–1972}, DOI = {10.1109/TGRS.2012.2228653}, url = {https://doi.org/10.1109/TGRS.2012.2228653}, year = {2013}, type = {Journal Article} } @article{9071, author = {Verhoest, N. E. C. and Lievens, H. and Wagner, W. and Álvarez-Mozos, J. and Moran, M. S. and Mattia, F.}, title = {On the soil roughness parameterization problem in soil moisture retrieval of bare surfaces from synthetic aperture radar}, journal = {Sensors}, volume = {8}, number = {7}, pages = {4213–4248}, DOI = {10.3390/s8074213}, url = {https://doi.org/10.3390/s8074213}, year = {2008}, type = {Journal Article} } @misc{12383, author = {Vermote, E. and McCorkel, J. and Rountree, W. H. and Santamaria-Artigas, A. and Skakun, S. and Franch, B. and Roger, J. C.}, title = {Validation of high spatial resolution surface reflectance using a camera system (cAMSIS)}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7729–7732}, month = {17–22 July 2022}, note = {READY}, abstract = {We present the validation of surface reflectance from Sentinel-2 (S2) produced by LaSRC (Land Surface Reflectance Code) using an automated camera system (CAMSIS). The system is composed of four cameras (470, 550, 650, and 850nm wavelengths), and a motorized reference (50% reflectance) calibration target. CAMSIS is installed 120m above ground on a TV tower (WLEF) near Park Falls, Wisconsin, and captures data every 15 minutes. Surface reflectance and NDVI computed from CAMSIS calibrated data show good agreement when compared to observations from Sentinel-2. These results show good performance of LaSRC atmospheric correction. © 2022 IEEE.}, keywords = {Sentinel 2 Surface reflectance Validation Cameras Reflection Remote sensing Above grounds Calibration targets Camera systems High spatial resolution Land surface TV tower WISCONSIN Parks}, DOI = {10.1109/IGARSS46834.2022.9883241}, url = {https://doi.org/10.1109/IGARSS46834.2022.9883241}, year = {2022}, type = {Conference Paper} } @misc{11002, author = {Vermote, E. and Roger, J. C. and Franch, B. and Skakun, S.}, title = {LASRC (Land Surface Reflectance Code)—Overview, application and validation using MODIS, VIIRS, LANDSAT and Sentinel 2 data's}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8173–8176}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8517622}, url = {https://doi.org/10.1109/IGARSS.2018.8517622}, year = {2018}, type = {Conference Paper} } @inbook{1522, author = {Vermote, E.F. and El Saleous, N.}, title = {Absolute calibration of AVHRR channels 1 and 2}, booktitle = {Advances in the use of NOAA AVHRR data for land applications}, editor = {D'Souza, G. and Belward, A.S. and Malingreau, J.-P.}, connective phrase = {Absolute calibration of AVHRR channels 1 and 2}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, pages = {73–92}, DOI = {10.1007/978-94-009-0203-9_4}, url = {https://doi.org/10.1007/978-94-009-0203-9_4}, year = {1996}, type = {Book Section} } @article{1489, author = {Vermote, E. F. and El Saleous, N. and Justice, C. O. and Kaufman, Y. J. and Privette, J. L. and Remer, L. and Roger, J. C. and Tanré, D.}, title = {Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces—Background, operational algorithm and validation}, journal = {Journal of Geophysical Research Atmospheres}, volume = {102}, number = {14}, pages = {17131–17141}, DOI = {10.1029/97JD00201}, url = {https://doi.org/10.1029/97JD00201}, year = {1997}, type = {Journal Article} } @article{1204, author = {Vermote, E. F. and El Saleous, N. Z. and Justice, C. O.}, title = {Atmospheric correction of MODIS data in the visible to middle infrared—First results}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {97–111}, DOI = {10.1016/S0034-4257(02)00089-5}, url = {https://doi.org/10.1016/S0034-4257(02)00089-5}, year = {2002}, type = {Journal Article} } @inbook{1524, author = {Vermote, E.F. and El. Saleous, N. and Holben, B. N.}, title = {Aerosol retrieval and atmospheric correction}, booktitle = {Advances in the use of NOAA AVHRR data for land applications}, editor = {D'Souza, G. and Belward, A.S. and Malingreau, J.-P.}, connective phrase = {Aerosol retrieval and atmospheric correction}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, pages = {93–124}, DOI = {10.1007/978-94-009-0203-9_5}, url = {https://doi.org/10.1007/978-94-009-0203-9_5}, year = {1996}, type = {Book Section} } @article{520, author = {Vermote, E.F. and Ellicott, E. and Dubovik, O. and Lapyonok, T. and Chin, M. and Giglio, L. and Roberts, G. J.}, title = {An approach to estimate global biomass burning emissions of organic and black carbon from MODIS fire radiative power}, journal = {Journal of Geophysical Research Atmospheres}, volume = {114}, number = {18}, DOI = {10.1029/2008JD011188}, url = {https://doi.org/10.1029/2008JD011188}, year = {2009}, type = {Journal Article} } @article{605, author = {Vermote, E.F. and Justice, C. O. and Bréon, F. M.}, title = {Towards a generalized approach for correction of the BRDF effect in MODIS directional reflectances}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {47}, number = {3}, pages = {898–908}, DOI = {10.1109/TGRS.2008.2005977}, url = {https://doi.org/10.1109/TGRS.2008.2005977}, year = {2009}, type = {Journal Article} } @article{3439, author = {Vermote, E.F. and Justice, C.O. and Claverie, M. and Franch, B.}, title = {Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {46–56}, DOI = {10.1016/j.rse.2016.04.008}, url = {https://doi.org/10.1016/j.rse.2016.04.008}, year = {2016}, type = {Journal Article} } @article{3076, author = {Vermote, E.F. and Justice, C.O. and Csiszar, I.}, title = {Early evaluation of the VIIRS calibration, cloud mask and surface reflectance Earth data records}, journal = {Remote Sensing of Environment}, volume = {148}, pages = {134–145}, DOI = {10.1016/j.rse.2014.03.028}, url = {https://doi.org/10.1016/j.rse.2014.03.028}, year = {2014}, type = {Journal Article} } @article{627, author = {Vermote, E. F. and Kotchenova, S.}, title = {Atmospheric correction for the monitoring of land surfaces}, journal = {Journal of Geophysical Research Atmospheres}, volume = {113}, number = {23}, DOI = {10.1029/2007JD009662}, url = {https://doi.org/10.1029/2007JD009662}, year = {2008}, type = {Journal Article} } @inbook{3538, author = {Vermote, E.F. and Kotchenova, S.}, title = {MODIS directional surface reflectance product—Method, error estimates and validation}, booktitle = {Land remote sensing and global environmental change}, editor = {Ramachandran, Bhaskar and Justice, C.O. and Abrams, M.J.}, connective phrase = {MODIS directional surface reflectance product—Method, error estimates and validation}, publisher = {Springer}, place published = {New York, N.Y.}, pages = {533–547}, DOI = {10.1007/978-1-4419-6749-7_23}, url = {https://doi.org/10.1007/978-1-4419-6749-7_23}, year = {2011}, type = {Book Section} } @inbook{1534, author = {Vermote, E.F. and Roger, J. C.}, title = {Radiative transfer modelling for calibration and atmospheric correction}, booktitle = {Advances in the use of NOAA AVHRR data for land applications}, editor = {D'Souza, G. and Belward, A.S. and Malingreau, J.-P.}, connective phrase = {Radiative transfer modelling for calibration and atmospheric correction}, publisher = {Springer}, place published = {Dordrecht, Netherlands}, pages = {49–72}, DOI = {10.1007/978-94-009-0203-9_3}, url = {https://doi.org/10.1007/978-94-009-0203-9_3}, year = {1996}, type = {Book Section} } @misc{3580, author = {Vermote, E.F. and Roger, J. C. and Justice, C. O. and Franch, B. and Claverie, M.}, title = {A generic approach for inversion of surface reflectance over land—Overview, application and validation using MODIS and LANDSAT8 data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1958–1961}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7729504}, url = {https://doi.org/10.1109/IGARSS.2016.7729504}, year = {2016}, type = {Conference Paper} } @article{822, author = {Vermote, E. F. and Roger, J. C. and Sinyuk, A. and Saleous, N. and Dubovik, O.}, title = {Fusion of MODIS-MISR aerosol inversion for estimation of aerosol absorption}, journal = {Remote Sensing of Environment}, volume = {107}, number = {1-2}, pages = {81–89}, DOI = {10.1016/j.rse.2006.09.025}, url = {https://doi.org/10.1016/j.rse.2006.09.025}, year = {2007}, type = {Journal Article} } @article{1231, author = {Vermote, E. F. and Roy, D. P.}, title = {Land surface hot-spot observed by MODIS over Central Africa}, journal = {International Journal of Remote Sensing}, volume = {23}, number = {11}, pages = {2141–2143}, DOI = {10.1080/01431160110120379}, url = {https://doi.org/10.1080/01431160110120379}, year = {2002}, type = {Journal Article} } @inbook{854, author = {Vermote, E. F. and Saleous, N.}, title = {Operational atmospheric correction of MODIS visible to middle infrared land surface data in the case of an infinite Lambertian target}, booktitle = {Earth science satellite remote sensing—Science and instruments}, editor = {Qu, J. J. and Gao, W. and Kafatos, M. and Murphy, R.E. and Salomonson, V. V.}, connective phrase = {Operational atmospheric correction of MODIS visible to middle infrared land surface data in the case of an infinite Lambertian target}, publisher = {Springer}, place published = {Berlin, Germany}, pages = {123–153}, DOI = {10.1007/978-3-540-37293-6_8}, url = {https://doi.org/10.1007/978-3-540-37293-6_8}, year = {2006}, type = {Book Section} } @article{3617, author = {Vermote, E. F. and Saleous, N. E. and Justice, C. O. and Descloitres, J. and Roy, D. P. and Ray, J. and Margerin, B. and Gonzalez, L.}, title = {A SeaWiFS global monthly coarse-resolution reflectance dataset}, journal = {International Journal of Remote Sensing}, volume = {22}, number = {6}, pages = {1151–1158}, DOI = {10.1080/01431160117982}, url = {https://doi.org/10.1080/01431160117982}, year = {2001}, type = {Journal Article} } @article{841, author = {Vermote, E. F. and Saleous, N. Z.}, title = {Calibration of NOAA16 AVHRR over a desert site using MODIS data}, journal = {Remote Sensing of Environment}, volume = {105}, number = {3}, pages = {214–220}, DOI = {10.1016/j.rse.2006.06.015}, url = {https://doi.org/10.1016/j.rse.2006.06.015}, year = {2006}, type = {Journal Article} } @article{975, author = {Vermote, E. F. and Satterfield, E. A.}, title = {Cover—Southern Africa, 2 February 2002 to 16 May 2002, Moderate Resolution Imaging Spectroradiometer (MODIS) 500 m land surface reflectance}, journal = {International Journal of Remote Sensing}, volume = {26}, number = {19}, pages = {4137–4139}, DOI = {10.1080/01431160500113120}, url = {https://doi.org/10.1080/01431160500113120}, year = {2005}, type = {Journal Article} } @article{12039, author = {Vermote, E. F. and Skakun, S. and Becker-Reshef, I. and Saito, K.}, title = {Remote sensing of coconut trees in Tonga using very high spatial resolution WorldView-3 data}, journal = {Remote Sensing}, volume = {12}, number = {19}, DOI = {10.3390/RS12193113}, url = {https://doi.org/10.3390/RS12193113}, year = {2020}, type = {Journal Article} } @article{1481, author = {Vermote, E. F. and Tanré, D. and Deuzé, J. L. and Herman, M. and Morcrette, J. J.}, title = {Second simulation of the satellite signal in the solar spectrum, 6s—An overview}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {35}, number = {3}, pages = {675–686}, DOI = {10.1109/36.581987}, url = {https://doi.org/10.1109/36.581987}, year = {1997}, type = {Journal Article} } @article{9090, author = {Veselovskii, I. and N Whiteman, D. and Korenskiy, M. and Suvorina, A. and Kolgotin, A. and Lyapustin, A.I. and Wang, Y. and Chin, M. and Bian, H. and Kucsera, T. L. and Pérez-Ramírez, D. and Holben, B.}, title = {Characterization of forest fire smoke event near Washington, DC in summer 2013 with multi-wavelength lidar}, journal = {Atmospheric Chemistry and Physics}, volume = {15}, number = {4}, pages = {1647–1660}, DOI = {10.5194/acp-15-1647-2015}, url = {https://doi.org/10.5194/acp-15-1647-2015}, year = {2015}, type = {Journal Article} } @article{10648, author = {Viallefont-Robinet, F. and Helder, D. and Fraisse, R. and Newbury, A. and Van Den Bergh, F. and Lee, D. and Saunier, S.}, title = {Comparison of MTF measurements using edge method—Towards reference data set}, journal = {Optics Express}, volume = {26}, number = {26}, pages = {33625–33648}, DOI = {10.1364/OE.26.033633}, url = {https://doi.org/10.1364/OE.26.033633}, year = {2018}, type = {Journal Article} } @article{277, author = {Viana, H. and Aranha, J. and Lopes, D. and Cohen, W. B.}, title = {Estimation of crown biomass of Pinus pinaster stands and shrubland above-ground biomass using forest inventory data, remotely sensed imagery and spatial prediction models}, journal = {Ecological Modelling}, volume = {226}, pages = {22–35}, DOI = {10.1016/j.ecolmodel.2011.11.027}, url = {https://doi.org/10.1016/j.ecolmodel.2011.11.027}, year = {2012}, type = {Journal Article} } @article{463, author = {Viana, H. and Cohen, W. B. and Lopes, D. and Aranha, J.}, title = {Assessment of forest biomass for use as energy. GIS-based analysis of geographical availability and locations of wood-fired power plants in Portugal}, journal = {Applied Energy}, volume = {87}, number = {8}, pages = {2551–2560}, DOI = {10.1016/j.apenergy.2010.02.007}, url = {https://doi.org/10.1016/j.apenergy.2010.02.007}, year = {2010}, type = {Journal Article} } @article{12358, author = {Viana-Soto, A. and Okujeni, A. and Pflugmacher, D. and García, M. and Aguado, I. and Hostert, P.}, title = {Quantifying post-fire shifts in woody-vegetation cover composition in Mediterranean pine forests using Landsat time series and regression-based unmixing}, journal = {Remote Sensing of Environment}, volume = {281}, abstract = {Mediterranean forests are highly subjected to fire occurrence. Altered fire regimes resulting from changes in land use and climate may jeopardize their resilience to fire and induce changes in forest composition. Disentangling forest cover composition is therefore critical for understanding post-fire forest recovery dynamics. In this study, we demonstrate how fractional time series of different woody-vegetation types support the analysis of post-fire vegetation recovery in relation to the pre-fire situation for two burned areas in Mediterranean pine forests in Spain. We separately estimated tree, shrub and background (combining herbaceous, soil and rock) cover fractions on an annual basis (1990–2020) using Landsat Spectral-Temporal Metrics (STMs) and a regression-based unmixing approach. Our regression models effectively estimated fractions of the three cover types with Mean Absolute Errors ranging from 8.6% to 13.4% when comparing to a reference dataset derived from high-resolution orthophotos across 6 different years. Slightly overestimations of low cover fractions where found in tree and shrub cover fractions across the study sites. Despite these minor errors, time series of cover fractions revealed characteristic spatio-temporal patterns of different woody-vegetation types for burned and unburned areas. Based on the fractional cover estimates, we derived a Normalized Difference Tree-Shrub Fraction index (NDTSF) to contrast tree cover fraction relative to the shrub cover and map post-fire shifts in composition. Annual maps of NDTSF revealed a high spatial and temporal variability and a general dynamic towards the pre-fire cover composition in 79–80% of burned areas but a shift from tree to shrub dominance in 12.3–15.4% 26 years after fire. Our regression-based unmixing approach advances the analysis of post-fire recovery dynamics, unravelling shifts in forest composition that are of major concern to forest management. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.113239}, url = {https://doi.org/10.1016/j.rse.2022.113239}, year = {2022}, type = {Journal Article} } @article{12378, author = {Vieira, D. C. and Sanches, I. D. and Montibeller, B. and Prudente, V. H. R. and Hansen, M. C. and Baggett, A. and Adami, M.}, title = {Cropland expansion, intensification, and reduction in Mato Grosso state, Brazil, between the crop years 2000/01 to 2017/18}, journal = {Remote Sensing Applications—Society and Environment}, volume = {28}, abstract = {Growing populations require increased food production through increasing yields and expanding land use. Thus, agricultural production has a dialectical relationship with natural resource conservation. South America has been the recent site of both intensification and areal expansion of crop production. The presented study investigates the dynamics of land use and land cover (LULC) in Mato Grosso state at two-year intervals for an 18-year period consisting of the 2000/01 and 2017/18 crop years. We used a stratified sampling approach and visual interpretation of satellite image time series data to obtain estimates of LULC extent and dynamics, including area of cropland expansion, intensification, and reduction. Cropland dynamics exhibited an overall increase in both extent and intensification. The cropland use area in Mato Grosso increased from 38,324 km2 (±5618 km2) in 2000/01 to 97,394 km2 (±9938 km2) in 2017/2018. For the Cerrado tropical woodland biome portion of Mato Grosso, the expansion of cropland areas was related to soy and corn prices. For the humid tropical forest biome of Amazonia, soy production and deforestation were found to not be directly correlated. The intensification in Mato Grosso was increased from 8142 km2 (±1.39%) in the period from 2008/09 to 2010/11, to 30,487 km2 (±2.56%) in the period from 2010/11 to 2012/13. Overall dynamics reflect public and private conservation policies, soy market, climate and technology factors that spur or inhibit increased production of commodity crops. The end result reflects Brazil's increasing role as a global commodity crop producer. © 2022 Elsevier B.V.}, DOI = {10.1016/j.rsase.2022.100841}, url = {https://doi.org/10.1016/j.rsase.2022.100841}, year = {2022}, type = {Journal Article} } @article{11207, author = {Villaescusa-Nadal, J. L. and Franch, B. and Roger, J. C. and Vermote, E. F. and Skakun, S. and Justice, C.}, title = {Spectral adjustment model's analysis and application to remote sensing data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {12}, number = {3}, pages = {961–972}, DOI = {10.1109/JSTARS.2018.2890068}, url = {https://doi.org/10.1109/JSTARS.2018.2890068}, year = {2019}, type = {Journal Article} } @misc{11562, author = {Villaescusa-Nadal, J. L. and Franch, B. and Vermote, E. and Roger, J. C. and Justice, C.}, title = {Improving the AVHRR's BRDF correction using MODIS}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {9067–9070}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS.2019.8899243}, url = {https://doi.org/10.1109/IGARSS.2019.8899243}, year = {2019}, type = {Conference Paper} } @article{11015, author = {Villaescusa-Nadal, J. L. and Franch, B. and Vermote, E. F. and Roger, J. C.}, title = {Improving the AVHRR long term data record BRDF correction}, journal = {Remote Sensing}, volume = {11}, number = {5}, DOI = {10.3390/rs11050502}, url = {https://doi.org/10.3390/rs11050502}, year = {2019}, type = {Journal Article} } @article{12126, author = {Villaescusa-Nadal, J. L. and Vermote, E. and Franch, B. and Santamaria-Artigas, A. E. and Roger, J. and Skakun, S.}, title = {MODIS-based AVHRR cloud and snow separation algorithm}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {60}, DOI = {10.1109/TGRS.2021.3059428}, url = {https://doi.org/10.1109/TGRS.2021.3059428}, year = {2022}, type = {Journal Article} } @article{1225, author = {Vodacek, A. and Kremens, R. L. and Fordham, A. J. and Vangorden, S. C. and Luisi, D. and Schott, J. R. and Latham, D. J.}, title = {Remote optical detection of biomass burning using a potassium emission signature}, journal = {International Journal of Remote Sensing}, volume = {23}, number = {13}, pages = {2721–2726}, DOI = {10.1080/01431160110109633}, url = {https://doi.org/10.1080/01431160110109633}, year = {2002}, type = {Journal Article} } @article{3465, author = {Vogeler, J. C. and Cohen, W. B.}, title = {A review of the role of active remote sensing and data fusion for characterizing forest in wildlife habitat models}, journal = {Revista de Teledeteccion}, volume = {2016}, number = {45}, pages = {1–14}, DOI = {10.4995/raet.2016.3981}, url = {https://doi.org/10.4995/raet.2016.3981}, year = {2016}, type = {Journal Article} } @article{3417, author = {Vogeler, J. C. and Yang, Z. and Cohen, W. B.}, title = {Mapping post-fire habitat characteristics through the fusion of remote sensing tools}, journal = {Remote Sensing of Environment}, volume = {173}, pages = {294–303}, DOI = {10.1016/j.rse.2015.08.011}, url = {https://doi.org/10.1016/j.rse.2015.08.011}, year = {2016}, type = {Journal Article} } @article{3592, author = {Vogeler, J. C. and Yang, Z. and Cohen, W. B.}, title = {Mapping suitable Lewis's woodpecker nesting habitat in a post-fire landscape}, journal = {Northwest Science}, volume = {90}, number = {4}, pages = {421–432}, DOI = {10.3955/046.090.0404}, url = {https://doi.org/10.3955/046.090.0404}, year = {2016}, type = {Journal Article} } @article{10624, author = {Vogelmann, J. E. and De Felice, T. P.}, title = {Characterization of intra-annual reflectance properties of land cover classes in southeastern South Dakota using Landsat TM and ETM+ data}, journal = {Canadian Journal of Remote Sensing}, volume = {29}, number = {2}, pages = {219–229}, DOI = {10.5589/m02-097}, url = {https://doi.org/10.5589/m02-097}, year = {2003}, type = {Journal Article} } @article{3456, author = {Vogelmann, J. E. and Gallant, A. L. and Shi, H. and Zhu, Zhe}, title = {Perspectives on monitoring gradual change across the continuity of Landsat sensors using time-series data}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {258–270}, DOI = {10.1016/j.rse.2016.02.060}, url = {https://doi.org/10.1016/j.rse.2016.02.060}, year = {2016}, type = {Journal Article} } @misc{10246, author = {Vogelmann, James E. and Helder, Dennis L. and Morfitt, Ron and Choate, Michael J. and Merchant, James W.}, title = {Characterization of Landsat thematic mapper radiometry and geometry for land cover analysis}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2405–2407}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.702228}, url = {https://doi.org/10.1109/IGARSS.1998.702228}, year = {1998}, type = {Conference Paper} } @article{1291, author = {Vogelmann, J. E. and Helder, D.L. and Morfitt, R. and Choate, M. J. and Merchant, J. W. and Bulley, H.}, title = {Effects of Landsat 5 Thematic Mapper and Landsat 7 Enhanced Thematic Mapper plus radiometric and geometric calibrations and corrections on landscape characterization}, journal = {Remote Sensing of Environment}, volume = {78}, number = {1–2}, pages = {55–70}, DOI = {10.1016/S0034-4257(01)00249-8}, url = {https://doi.org/10.1016/S0034-4257(01)00249-8}, year = {2001}, type = {Journal Article} } @misc{10305, author = {Vogelmann, J. E. and Howard, S. M. and Sohl, T.}, title = {Regional land cover characterization using multiple sources of intermediate-scale data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {246–247}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516305}, url = {https://doi.org/10.1109/IGARSS.1996.516305}, year = {1996}, type = {Conference Paper} } @article{1308, author = {Vogelmann, J. E. and Howard, S. M. and Yang, L. and Larson, C. R. and Wylie, B. K. and Van Driel, N.}, title = {Completion of the 1990s National Land Cover Data set for the conterminous United States from Landsat thematic mapper data and ancillary data sources}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {67}, number = {6}, pages = {650–662}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2001journal/june/2001_jun_highlight.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2001journal/june/2001_jun_highlight.pdf}, year = {2001}, type = {Journal Article} } @article{373, author = {Vogelmann, J. E. and Kost, J. R. and Tolk, B. and Howard, S. and Short, K. and Chen, X. and Huang, C. and Pabst, K. and Rollins, M. G.}, title = {Monitoring landscape change for LANDFIRE using multi-temporal satellite imagery and ancillary data}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {4}, number = {2}, pages = {252–264}, DOI = {10.1109/JSTARS.2010.2044478}, url = {https://doi.org/10.1109/JSTARS.2010.2044478}, year = {2011}, type = {Journal Article} } @article{1454, author = {Vogelmann, J. E. and Sohl, T. and Howard, S. M.}, title = {Regional characterization of land cover using multiple sources of data}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {64}, number = {1}, pages = {45–57}, DOI = {https://www.asprs.org/wp-content/uploads/pers/1998journal/jan/1998_jan_45-57.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/1998journal/jan/1998_jan_45-57.pdf}, year = {1998}, type = {Journal Article} } @article{1433, author = {Vogelmann, J. E. and Sohl, T. L. and Campbell, P. V. and Shaw, D. M.}, title = {Regional land cover characterization using Landsat thematic mapper data and ancillary data sources}, journal = {Environmental Monitoring and Assessment}, volume = {51}, number = {1–2}, pages = {415–428}, DOI = {10.1023/A:1005996900217}, url = {https://doi.org/10.1023/A:1005996900217}, year = {1998}, type = {Journal Article} } @article{579, author = {Vogelmann, J. E. and Tolk, B. and Zhu, Z.}, title = {Monitoring forest changes in the southwestern United States using multitemporal Landsat data}, journal = {Remote Sensing of Environment}, volume = {113}, number = {8}, pages = {1739–1748}, DOI = {10.1016/j.rse.2009.04.014}, url = {https://doi.org/10.1016/j.rse.2009.04.014}, year = {2009}, type = {Journal Article} } @article{3724, author = {Vogelmann, J. E. and Van Khoa, P. and Lan, D. X. and Shermeyer, J. and Shi, H. and Wimberly, M. C. and Duong, H. T. and Van Huong, L.}, title = {Assessment of forest degradation in Vietnam using Landsat time series data}, journal = {Forests}, volume = {8}, number = {7}, DOI = {10.3390/f8070238}, url = {https://doi.org/10.3390/f8070238}, year = {2017}, type = {Journal Article} } @article{221, author = {Vogelmann, J. E. and Xian, G. and Homer, C. and Tolk, B.}, title = {Monitoring gradual ecosystem change using Landsat time series analyses—Case studies in selected forest and rangeland ecosystems}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {92–105}, DOI = {10.1016/j.rse.2011.06.027}, url = {https://doi.org/10.1016/j.rse.2011.06.027}, year = {2012}, type = {Journal Article} } @article{751, author = {Volk, M. and Hirschfeld, J. and Schmidt, G. and Bohn, C. and Dehnhardt, A. and Liersch, S. and Lymburner, L.}, title = {A SDSS-based ecological-economic modelling approach for integrated river basin management on different scale levels—The project FLUMAGIS}, journal = {Water Resources Management}, volume = {21}, number = {12}, pages = {2049–2061}, DOI = {10.1007/s11269-007-9158-z}, url = {https://doi.org/10.1007/s11269-007-9158-z}, year = {2007}, type = {Journal Article} } @misc{12408, author = {Voskanian, N. and Wenny, B. N. and Tahersima, M. H. and Thome, K.}, title = {Inter-calibration of Landsat 8 and 9 Operational Land Imagers}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12232}, month = {21–26 August 2022}, note = {READY}, abstract = {Combining images from multiple Earth Observing (EO) satellites increases the temporal resolution of the data; overcoming the limitations imposed by low revisit time and cloud coverage. However, this requires an inter-calibration process, to ensure that there is no radiometric difference in top-of-atmosphere (TOA) observations and to quantify any offset in the respective instruments. In addition, combining vicarious calibration processes to the inter calibration of instruments can provide a useful mechanism to validate and compare data from multiple sensors. The Radiometric Calibration Network (RadCalNet) provides automated surface and top-of atmosphere reflectance data from multiple participating ground sites that can be used for instrument vicarious calibration. We present comparative analysis of the Landsat 8 and Landsat 9 Operational Land ImagerOLI) sensors and validate the data by comparing them to measurements from RadCalNet sites as a quantitative inter-calibration approach. The presented process provides SI-traceable inter calibration methodology and quantifies the offset and uncertainty in the OLI and MSI instruments to assess if the data can be reliably cross corelated and used by the scientific community. © 2022 SPIE.}, keywords = {Inter-calibration Landsat RadCalNet Calibration Radiometry Uncertainty analysis Calibration network Calibration process Earth observing satellite Intercalibration Operational land imager Radiometric calibration network Radiometric calibrations Top of atmospheres Vicarious calibration}, DOI = {10.1117/12.2633073}, url = {https://doi.org/10.1117/12.2633073}, year = {2022}, type = {Conference Paper} } @misc{2343, author = {Votava, P. and Nemani, R.R. and Bowker, C. and Michaelis, A. and Neuschwander, A. and Coughlan, J.}, title = {Distributed application framework for Earth Science data processing}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {717–719}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1025645}, url = {https://doi.org/10.1109/IGARSS.2002.1025645}, year = {2002}, type = {Conference Paper} } @article{12058, author = {Waga, K. and Tompalski, P. and Coops, N. C. and White, J. C. and Wulder, M. A. and Malinen, J. and Tokola, T.}, title = {Forest road status assessment using airborne laser scanning}, journal = {Forest Science}, volume = {66}, number = {4}, pages = {501–508}, DOI = {10.1093/forsci/fxz053}, url = {https://doi.org/10.1093/forsci/fxz053}, year = {2020}, type = {Journal Article} } @article{8974, author = {Wagner, F. H. and Hérault, B. and Rossi, V. and Hilker, T. and Maeda, E. E. and Sanchez, A. and Lyapustin, A. I. and Galvão, L. S. and Wang, Y. and Aragão, L. E. O. C.}, title = {Climate drivers of the Amazon forest greening}, journal = {PLoS ONE}, volume = {12}, number = {7}, DOI = {10.1371/journal.pone.0180932}, url = {https://doi.org/10.1371/journal.pone.0180932}, year = {2017}, type = {Journal Article} } @article{11777, author = {Waldner, F. and Fritz, S. and Di Gregorio, A. and Plotnikov, D. and Bartalev, S. and Kussul, N. and Gong, P. and Thenkabail, P. and Hazeu, G. and Klein, I. and Löw, F. and Miettinen, J. and Dadhwal, V. K. and Lamarche, C. and Bontemps, S. and Defourny, P.}, title = {A unified cropland layer at 250 m for global agriculture monitoring}, journal = {Data}, volume = {1}, number = {1}, DOI = {10.3390/data1010003}, url = {https://doi.org/10.3390/data1010003}, year = {2016}, type = {Journal Article} } @article{8975, author = {Waldner, F. and Hansen, M. C. and Potapov, P. V. and Löw, F. and Newby, T. and Ferreira, S. and Defourny, P.}, title = {National-scale cropland mapping based on spectral-temporal features and outdated land cover information}, journal = {PLoS ONE}, volume = {12}, number = {8}, DOI = {10.1371/journal.pone.0181911}, url = {https://doi.org/10.1371/journal.pone.0181911}, year = {2017}, type = {Journal Article} } @article{9066, author = {Walker, J. and de Beurs, K. and Wynne, R. H.}, title = {Phenological response of an Arizona dryland forest to short-term climatic extremes}, journal = {Remote Sensing}, volume = {7}, number = {8}, pages = {10832–10855}, DOI = {10.3390/rs70810832}, url = {https://doi.org/10.3390/rs70810832}, year = {2015}, type = {Journal Article} } @article{3034, author = {Walker, J. J. and de Beurs, K. M. and Wynne, R. H.}, title = {Dryland vegetation phenology across an elevation gradient in Arizona, USA, investigated with fused MODIS and Landsat data}, journal = {Remote Sensing of Environment}, volume = {144}, pages = {85–97}, DOI = {10.1016/j.rse.2014.01.007}, url = {https://doi.org/10.1016/j.rse.2014.01.007}, year = {2014}, type = {Journal Article} } @article{275, author = {Walker, J. J. and De Beurs, K. M. and Wynne, R. H. and Gao, F.}, title = {Evaluation of Landsat and MODIS data fusion products for analysis of dryland forest phenology}, journal = {Remote Sensing of Environment}, volume = {117}, pages = {381–393}, DOI = {10.1016/j.rse.2011.10.014}, url = {https://doi.org/10.1016/j.rse.2011.10.014}, year = {2012}, type = {Journal Article} } @article{8652, author = {Wallace, C. S. A. and Thenkabail, P.S. and Rodriguez, J. R. and Brown, M. K.}, title = {Fallow-land Algorithm based on Neighborhood and Temporal Anomalies (FANTA) to map planted versus fallowed croplands using MODIS data to assist in drought studies leading to water and food security assessments}, journal = {GIScience and Remote Sensing}, volume = {54}, number = {2}, pages = {258–282}, DOI = {10.1080/15481603.2017.1290913}, url = {https://doi.org/10.1080/15481603.2017.1290913}, year = {2017}, type = {Journal Article} } @article{8534, author = {Walsh, J. J. and Jolliff, J. K. and Darrow, B. P. and Lenes, J. M. and Milroy, S. P. and Remsen, A. and Dieterle, D. A. and Carder, K. L. and Chen, F. R. and Vargo, G. A. and Weisberg, R. H. and Fanning, K. A. and Muller-Karger, F. E. and Shinn, E. and Steidinger, K. A. and Heil, C. A. and Tomas, C. R. and Prospero, J. S. and Lee, T. N. and Kirkpatrick, G. J. and Whitledge, T. E. and Stockwell, D. A. and Villareal, T. A. and Jochens, A. E. and Bontempi, P. S.}, title = {Red tides in the Gulf of Mexico—Where, when, and why?}, journal = {Journal of Geophysical Research Oceans}, volume = {111}, number = {11}, DOI = {10.1029/2004JC002813}, url = {https://doi.org/10.1029/2004JC002813}, year = {2006}, type = {Journal Article} } @article{8322, author = {Walsh, J. J. and Weisberg, R. H. and Lenes, J. M. and Chen, F. R. and Dieterle, D. A. and Zheng, L. and Carder, K. L. and Vargo, G. A. and Havens, J. A. and Peebles, E. and Hollander, D. J. and He, R. and Heil, C. A. and Mahmoudi, B. and Landsberg, J. H.}, title = {Isotopic evidence for dead fish maintenance of Florida red tides, with implications for coastal fisheries over both source regions of the West Florida shelf and within downstream waters of the South Atlantic Bight}, journal = {Progress in Oceanography}, volume = {80}, number = {1–2}, pages = {51–73}, DOI = {10.1016/j.pocean.2008.12.005}, url = {https://doi.org/10.1016/j.pocean.2008.12.005}, year = {2009}, type = {Journal Article} } @article{10496, author = {Walsh, S. E. and Vavrus, S. J. and Foley, J. A. and Fisher, V. A. and Wynne, R. H. and Lenters, J. D.}, title = {Global patterns of lake ice phenology and climate—Model simulations and observations}, journal = {Journal of Geophysical Research Atmospheres}, volume = {103}, number = {D22}, pages = {28825–28837}, DOI = {10.1029/98JD02275}, url = {https://doi.org/10.1029/98JD02275}, year = {1998}, type = {Journal Article} } @misc{10035, author = {Walter, I. A. and Allen, R. G. and Elliott, R. and Jensen, M. E. and Itenfisu, D. and Mecham, B. and Howell, T. A. and Snyder, R. and Brown, P. and Echings, S. and Spofford, T. and Hattendorf, M. and Cuenca, R. H. and Wright, J. L. and Martin, D.}, title = {ASCE's standardized reference evapotranspiration equation}, publisher = {American Society of Civil Engineers}, volume = {Proceedings}, pages = {1–11}, month = {20–24 June 2000}, note = {READY}, DOI = {10.1061/40499(2000)126}, url = {https://doi.org/10.1061/40499(2000)126}, year = {2004}, type = {Conference Paper} } @article{1067, author = {Walthall, C. and Dulaney, W. and Anderson, M.C. and Norman, J. and Fang, H. and Liang, S.}, title = {A comparison of empirical and neural network approaches for estimating corn and soybean leaf area index from Landsat ETM+ imagery}, journal = {Remote Sensing of Environment}, volume = {92}, number = {4}, pages = {465–474}, DOI = {10.1016/j.rse.2004.06.003}, url = {https://doi.org/10.1016/j.rse.2004.06.003}, year = {2004}, type = {Journal Article} } @misc{10032, author = {Walthall, C. L. and Dulaney, W. P. and Anderson, M.C. and Norman, J. and Fang, H. and Liang, S. and Timlin, D. J. and Pachepsky, Y.}, title = {Alternative approaches for estimating leaf area index (LAI) from remotely sensed satellite and aircraft imagery}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5544}, pages = {241–255}, month = {2–4 August 2004}, note = {READY}, DOI = {10.1117/12.559863}, url = {https://doi.org/10.1117/12.559863}, year = {2004}, type = {Conference Paper} } @article{2711, author = {Walthall, C. L. and Williams, D.L. and Dykes, W. and Young, D. C.}, title = {Principles for helicopters as platforms for optical wavelength remote sensing and the NASA GSFC/WFF helicopter remote sensing system}, journal = {Remote Sensing Reviews}, volume = {20}, number = {3}, pages = {169–205}, DOI = {10.1080/02757250109532434}, url = {https://doi.org/10.1080/02757250109532434}, year = {2001}, type = {Journal Article} } @misc{2719, author = {Walthall, C. L. and Williams, D.L. and Markham, B. L. and Kalshoven, J. E. and Nelson, R. F.}, title = {Development and present configuration of the NASA GSFC/WFF helicopter-based remote sensing system}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1797–1799}, month = {28–31 May 1996}, note = {READY}, DOI = {10.1109/IGARSS.1996.516804}, url = {https://doi.org/10.1109/IGARSS.1996.516804}, year = {1996}, type = {Conference Paper} } @misc{6713, author = {Waluschka, E. and McCorkel, J.T. and McIntire, J. and Moyer, D. and McAndrew, B. and Brown, S. W. and Lykke, K. R. and Young, J. B. and Fest, E. and Butler, J. and Wang, T. R. and Monroy, E. O. and Turpie, K. and Meister, G. and Thome, K. J.}, title = {VIIRS/J1 polarization narrative}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9607}, month = {10–13 August 2015}, note = {READY}, DOI = {10.1117/12.2190138}, url = {https://doi.org/10.1117/12.2190138}, year = {2015}, type = {Conference Paper} } @article{8325, author = {Wang, C. and Qi, J. and Moran, M. S. and Marsett, R.}, title = {Soil moisture estimation in a semiarid rangeland using ERS-2 and TM imagery}, journal = {Remote Sensing of Environment}, volume = {90}, number = {2}, pages = {178–189}, DOI = {10.1016/j.rse.2003.12.001}, url = {https://doi.org/10.1016/j.rse.2003.12.001}, year = {2004}, type = {Journal Article} } @article{3288, author = {Wang, D. and Liang, S. and He, T. and Yu, Y. and Schaaf, C.B. and Wang, Z.}, title = {Estimating daily mean land surface albedo from MODIS data}, journal = {Journal of Geophysical Research Atmospheres}, volume = {120}, number = {10}, pages = {4825–4841}, DOI = {10.1002/2015JD023178}, url = {https://doi.org/10.1002/2015JD023178}, year = {2015}, type = {Journal Article} } @article{252, author = {Wang, D. and Morton, D. and Masek, J.G. and Wu, A. and Nagol, J. and Xiong, X. and Levy, R. and Vermote, E.F. and Wolfe, R.}, title = {Impact of sensor degradation on the MODIS NDVI time series}, journal = {Remote Sensing of Environment}, volume = {119}, pages = {55–61}, DOI = {10.1016/j.rse.2011.12.001}, url = {https://doi.org/10.1016/j.rse.2011.12.001}, year = {2012}, type = {Journal Article} } @article{11778, author = {Wang, J. and Kessner, A. L. and Aegerter, C. and Sharma, A. and Judd, L. and Wardlow, B. and You, J. and Shulski, M. and Irmak, S. and Kilic, A. and Zeng, J.}, title = {A multi-sensor view of the 2012 Central Plains drought from space}, journal = {Frontiers in Environmental Science}, volume = {4}, DOI = {10.3389/fenvs.2016.00045}, url = {https://doi.org/10.3389/fenvs.2016.00045}, year = {2016}, type = {Journal Article} } @article{3040, author = {Wang, J. and Sheng, Y. and Gleason, C. J. and Wada, Y.}, title = {Downstream Yangtze River levels impacted by Three Gorges Dam}, journal = {Environmental Research Letters}, volume = {8}, number = {4}, DOI = {10.1088/1748-9326/8/4/044012}, url = {https://doi.org/10.1088/1748-9326/8/4/044012}, year = {2013}, type = {Journal Article} } @article{250, author = {Wang, J. and Sheng, Y. and Hinkel, K. M. and Lyons, E. A.}, title = {Drained thaw lake basin recovery on the western Arctic Coastal Plain of Alaska using high-resolution digital elevation models and remote sensing imagery}, journal = {Remote Sensing of Environment}, volume = {119}, pages = {325–336}, DOI = {10.1016/j.rse.2011.10.027}, url = {https://doi.org/10.1016/j.rse.2011.10.027}, year = {2012}, type = {Journal Article} } @article{3112, author = {Wang, J. and Sheng, Y. and Tong, T. S. D.}, title = {Monitoring decadal lake dynamics across the Yangtze Basin downstream of Three Gorges Dam}, journal = {Remote Sensing of Environment}, volume = {152}, pages = {251–269}, DOI = {10.1016/j.rse.2014.06.004}, url = {https://doi.org/10.1016/j.rse.2014.06.004}, year = {2014}, type = {Journal Article} } @article{3673, author = {Wang, J. and Sheng, Y. and Wada, Y.}, title = {Little impact of the Three Gorges Dam on recent decadal lake decline across China's Yangtze Plain}, journal = {Water Resources Research}, volume = {53}, number = {5}, pages = {3854–3877}, DOI = {10.1002/2016WR019817}, url = {https://doi.org/10.1002/2016WR019817}, year = {2017}, type = {Journal Article} } @article{10936, author = {Wang, J. and Song, C. and Reager, J. T. and Yao, F. and Famiglietti, J. S. and Sheng, Y. and MacDonald, G. M. and Brun, F. and Schmied, H. M. and Marston, R. A. and Wada, Y.}, title = {Recent global decline in endorheic basin water storages}, journal = {Nature Geoscience}, volume = {11}, number = {12}, pages = {926–932}, DOI = {10.1038/s41561-018-0265-7}, url = {https://doi.org/10.1038/s41561-018-0265-7}, year = {2018}, type = {Journal Article} } @article{10884, author = {Wang, J. and Song, C. and Reager, J. T. and Yao, F. and Famiglietti, J. S. and Sheng, Y. and MacDonald, G. M. and Brun, F. and Schmied, H. M. and Marston, R. A. and Wada, Y.}, title = {Correction to—Recent global decline in endorheic basin water storages (Nature Geoscience, (2018), 11, 12, (926-932), 10.1038/s41561-018-0265-7)}, journal = {Nature Geoscience}, volume = {12}, pages = {220–220}, DOI = {10.1038/s41561-019-0316-8}, url = {https://doi.org/10.1038/s41561-019-0316-8}, year = {2019}, type = {Journal Article} } @article{12308, author = {Wang, J. and Walter, B. A. and Yao, F. and Song, C. and Ding, M. and Maroof, A. S. and Zhu, J. and Fan, C. and McAlister, J. M. and Sikder, S. and Sheng, Y. and Allen, G. H. and Crétaux, J. F. and Wada, Y.}, title = {GeoDAR—Georeferenced global dams and reservoirs dataset for bridging attributes and geolocations}, journal = {Earth System Science Data}, volume = {14}, number = {4}, pages = {1869–1899}, abstract = {Dams and reservoirs are among the most widespread human-made infrastructures on Earth. Despite their societal and environmental significance, spatial inventories of dams and reservoirs, even for the large ones, are insufficient. A dilemma of the existing georeferenced dam datasets is the polarized focus on either dam quantity and spatial coverage (e.g., GlObal geOreferenced Database of Dams, GOODD) or detailed attributes for a limited dam quantity or region (e.g., GRanD (Global Reservoir and Dam database) and national inventories). One of the most comprehensive datasets, the World Register of Dams (WRD), maintained by the International Commission on Large Dams (ICOLD), documents nearly 60g000 dams with an extensive suite of attributes. Unfortunately, the WRD records provide no geographic coordinates, limiting the benefits of their attributes for spatially explicit applications. To bridge the gap between attribute accessibility and spatial explicitness, we introduce the Georeferenced global Dams And Reservoirs (GeoDAR) dataset, created by utilizing the Google Maps geocoding application programming interface (API) and multi-source inventories. We release GeoDAR in two successive versions (v1.0 and v1.1) at 10.5281/zenodo.6163413 (Wang et al., 2022). GeoDAR v1.0 holds 22g560 dam points georeferenced from the WRD, whereas v1.1 consists of (a) 24g783 dam points after a harmonization between GeoDAR v1.0 and GRanD v1.3 and (b) 21g515 reservoir polygons retrieved from high-resolution water masks based on a one-to-one relationship between dams and reservoirs. Due to geocoding challenges, GeoDAR spatially resolved g1/4g40g% of the records in the WRD, which, however, comprise over 90g% of the total reservoir area, catchment area, and reservoir storage capacity. GeoDAR does not release the proprietary WRD attributes, but upon individual user requests we may provide assistance in associating GeoDAR spatial features with the WRD attribute information that users have acquired from ICOLD. Despite this limit, GeoDAR, with a dam quantity triple that of GRanD, significantly enhances the spatial details of smaller but more widespread dams and reservoirs and complements other existing global dam inventories. Along with its extended attribute accessibility, GeoDAR is expected to benefit a broad range of applications in hydrologic modeling, water resource management, ecosystem health, and energy planning. © 2022 Jida Wang et al.}, DOI = {10.5194/essd-14-1869-2022}, url = {https://doi.org/10.5194/essd-14-1869-2022}, year = {2022}, type = {Journal Article} } @article{12185, author = {Wang, J. and Yang, D. and Chen, S. and Zhu, X. and Wu, S. and Bogonovich, M. and Guo, Z. and Zhu, Zhe and Wu, J.}, title = {Automatic cloud and cloud shadow detection in tropical areas for PlanetScope satellite images}, journal = {Remote Sensing of Environment}, volume = {264}, DOI = {10.1016/j.rse.2021.112604}, url = {https://doi.org/10.1016/j.rse.2021.112604}, year = {2021}, type = {Journal Article} } @article{11113, author = {Wang, J. A. and Sulla-Menashe, D. and Woodcock, C. E. and Sonnentag, O. and Keeling, R. F. and Friedl, M. A.}, title = {Extensive land cover change across Arctic–Boreal Northwestern North America from disturbance and climate forcing}, journal = {Global Change Biology}, volume = {26}, number = {2}, pages = {807–822}, DOI = {10.1111/gcb.14804}, url = {https://doi.org/10.1111/gcb.14804}, year = {2020}, type = {Journal Article} } @article{458, author = {Wang, K. and Liang, S. and Schaaf, C.B. L. and Strahler, A. H.}, title = {Evaluation of Moderate Resolution Imaging Spectroradiometer land surface visible and shortwave albedo products at FLUXNET sites}, journal = {Journal of Geophysical Research Atmospheres}, volume = {115}, number = {17}, DOI = {10.1029/2009JD013101}, url = {https://doi.org/10.1029/2009JD013101}, year = {2010}, type = {Journal Article} } @article{11506, author = {Wang, L. and Bartlett, P. and Pouliot, D. and Chan, E. and Lamarche, C. and Wulder, M. A. and Defourny, P. and Brady, M.}, title = {Comparison and assessment of regional and global land cover datasets for use in CLASS over Canada}, journal = {Remote Sensing}, volume = {11}, number = {19}, DOI = {10.3390/rs11192286}, url = {https://doi.org/10.3390/rs11192286}, year = {2019}, type = {Journal Article} } @article{12395, author = {Wang, M. and Xu, C. and Johnson, D. J. and Allen, C. D. and Anderson, M. and Wang, G. and Qie, G. and Solander, K. C. and McDowell, N. G.}, title = {Multi-scale quantification of anthropogenic, fire, and drought-associated forest disturbances across the continental U.S., 2000–2014}, journal = {Frontiers in Forests and Global Change}, volume = {5}, abstract = {Our understanding of broad-scale forest disturbances under climatic extremes remains incomplete. Drought, as a typical extreme event, is a key driver of forest mortality but there have been no reports on continental-scale quantification of its impact on forest mortality or how it compares to other natural or anthropogenic drivers. Thus, our ability to understand and predict broad-scale carbon cycling in response to changing climate and extreme events is limited. In this study, we applied an attribution approach based on different sources of data to quantify the area and potential carbon loss/transfer in continental U.S. (CONUS) from four types of disturbance: (1) anthropogenic (especially timber harvest); (2) fire; (3) drought-associated; and (4) other from 2000 to 2014. Our results showed that anthropogenic disturbances, fire, drought-associated disturbances, and other disturbances accounted for 54.3, 10.7, 12.7, and 22.3% of total canopy area loss, respectively. Anthropogenic disturbance was the most important driver contributing to 58.1% potential carbon loss/transfer in CONUS for 2000–2014. The potential carbon loss/transfer from natural disturbances (fire, drought, and other) for the same study period accounted for approximately 41.9% of the total loss/transfer from all agents, suggesting that natural disturbances also played a very important role in forest carbon turnover. Potential carbon loss/transfer associated with drought accounted for approximately 11.6% of the total loss/transfer in CONUS, which was of similar magnitude to potential carbon loss/transfer from fire (∼11.0%). The other natural disturbance accounted for 19.3% of potential carbon loss/transfer. Our results demonstrated the importance of the impacts of various disturbances on forest carbon stocks at the continental scale, and the drought-associated carbon loss/transfer data developed here could be used for evaluating the performance of predictive models of tree mortality under droughts. Copyright © 2022 Wang, Xu, Johnson, Allen, Anderson, Wang, Qie, Solander and McDowell.}, DOI = {10.3389/ffgc.2022.693418}, url = {https://doi.org/10.3389/ffgc.2022.693418}, year = {2022}, type = {Journal Article} } @article{2045, author = {Wang, P. and Gao, F. and Masek, J. G.}, title = {Operational data fusion framework for building frequent Landsat-like imagery}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {52}, number = {11}, pages = {7353–7365}, DOI = {10.1109/TGRS.2014.2311445}, url = {https://doi.org/10.1109/TGRS.2014.2311445}, year = {2014}, type = {Journal Article} } @article{3632, author = {Wang, P. and Qiu, J. and Huo, Z. and Anderson, M. C. and Zhou, Y. and Bai, Y. and Liu, T. and Ren, S. and Feng, R. and Chen, P.}, title = {Temporal downscaling of crop coefficients for winter wheat in the north china plain—A case study at the gucheng agro-meteorological experimental station}, journal = {Water}, volume = {9}, number = {3}, DOI = {10.3390/w9030155}, url = {https://doi.org/10.3390/w9030155}, year = {2017}, type = {Journal Article} } @article{8081, author = {Wang, S. Y. S. and Santanello, J. and Wang, H. and Barandiaran, D. and Pinker, R. T. and Schubert, S. and Gillies, R. R. and Oglesby, R. and Hilburn, K. and Kilic, A. and Houser, P.}, title = {An intensified seasonal transition in the Central U.S. that enhances summer drought}, journal = {Journal of Geophysical Research}, volume = {120}, number = {17}, pages = {8804–8816}, DOI = {10.1002/2014JD023013}, url = {https://doi.org/10.1002/2014JD023013}, year = {2015}, type = {Journal Article} } @article{2236, author = {Wang, W. and Ciais, P. and Nemani, R. R. and Canadell, J. G. and Piao, S. and Sitch, S. and White, M. A. and Hashimoto, H. and Milesi, C. and Myneni, R. B.}, title = {Erratum—Variations in atmospheric CO2 growth rates coupled with tropical temperature (Proceedings of the National Academy of Sciences of the United States of America (2013) 110, 32 (13061-13066) DOI:10.1073/pnas.1219683110)}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {110}, number = {37}, pages = {15163–15163}, DOI = {10.1073/pnas.1314920110}, url = {https://doi.org/10.1073/pnas.1314920110}, year = {2013}, type = {Journal Article} } @article{2238, author = {Wang, W. and Ciais, P. and Nemani, R. R. and Canadell, J. G. and Piao, S. and Sitch, S. and White, M. A. and Hashimoto, H. and Milesi, C. and Myneni, R. B.}, title = {Variations in atmospheric CO2 growth rates coupled with tropical temperature}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {110}, number = {32}, pages = {13061–13066}, DOI = {10.1073/pnas.1219683110}, url = {https://doi.org/10.1073/pnas.1219683110}, year = {2013}, type = {Journal Article} } @article{2265, author = {Wang, W. and Dungan, J. and Hashimoto, H. and Michaelis, A. R. and Milesi, C. and Ichii, K. and Nemani, R. R.}, title = {Diagnosing and assessing uncertainties of terrestrial ecosystem models in a multimodel ensemble experiment—1. Primary production}, journal = {Global Change Biology}, volume = {17}, number = {3}, pages = {1350–1366}, DOI = {10.1111/j.1365-2486.2010.02309.x}, url = {https://doi.org/10.1111/j.1365-2486.2010.02309.x}, year = {2011}, type = {Journal Article} } @article{2264, author = {Wang, W. and Dungan, J. and Hashimoto, H. and Michaelis, A. R. and Milesi, C. and Ichii, K. and Nemani, R. R.}, title = {Diagnosing and assessing uncertainties of terrestrial ecosystem models in a multimodel ensemble experiment—2. Carbon balance}, journal = {Global Change Biology}, volume = {17}, number = {3}, pages = {1367–1378}, DOI = {10.1111/j.1365-2486.2010.02315.x}, url = {https://doi.org/10.1111/j.1365-2486.2010.02315.x}, year = {2011}, type = {Journal Article} } @article{2282, author = {Wang, W. and Ichii, K. and Hashimoto, H. and Michaelis, A. R. and Thornton, P. E. and Law, B. E. and Nemani, R. R.}, title = {A hierarchical analysis of terrestrial ecosystem model Biome-BGC—Equilibrium analysis and model calibration}, journal = {Ecological Modelling}, volume = {220}, number = {17}, pages = {2009–2023}, DOI = {10.1016/j.ecolmodel.2009.04.051}, url = {https://doi.org/10.1016/j.ecolmodel.2009.04.051}, year = {2009}, type = {Journal Article} } @article{11844, author = {Wang, W. and Li, S. and Hashimoto, H. and Takenaka, H. and Higuchi, A. and Kalluri, S. and Nemani, R.}, title = {An introduction to the Geostationary-NASA Earth exchange (GeoNEX) Products—1. Top-of-atmosphere reflectance and brightness temperature}, journal = {Remote Sensing}, volume = {12}, number = {8}, DOI = {10.3390/RS12081267}, url = {https://doi.org/10.3390/RS12081267}, year = {2020}, type = {Journal Article} } @article{10927, author = {Wang, W. and Nemani, R. and Hashimoto, H. and Ganguly, S. and Huang, D. and Knyazikhin, Y. and Myneni, R. and Bala, G.}, title = {An interplay between photons, canopy structure, and recollision probability—A review of the spectral invariants theory of 3D canopy radiative transfer processes}, journal = {Remote Sensing}, volume = {10}, number = {11}, DOI = {10.3390/rs10111805}, url = {https://doi.org/10.3390/rs10111805}, year = {2018}, type = {Journal Article} } @article{8119, author = {Wang, W. and Nemani, R.R.}, title = {Dynamic responses of atmospheric carbon dioxide concentration to global temperature changes between 1850 and 2010}, journal = {Advances in Atmospheric Sciences}, volume = {33}, number = {2}, pages = {247–258}, DOI = {10.1007/s00376-015-5090-y}, url = {https://doi.org/10.1007/s00376-015-5090-y}, year = {2016}, type = {Journal Article} } @article{12290, author = {Wang, W. and Wang, Y. and Lyapustin, A. and Hashimoto, H. and Park, T. and Michaelis, A. and Nemani, R.}, title = {A novel atmospheric correction algorithm to exploit the diurnal variability in hypertemporal geostationary observations}, journal = {Remote Sensing}, volume = {14}, number = {4}, abstract = {This study developed a new atmospheric correction algorithm, GeoNEX-AC, that is independent from the traditional use of spectral band ratios but dedicated to exploiting information from the diurnal variability in the hypertemporal geostationary observations. The algorithm starts by evaluating smooth segments of the diurnal time series of the top-of-atmosphere (TOA) reflectance to identify clear-sky and snow-free observations. It then attempts to retrieve the Ross-Thick–Li-Sparse (RTLS) surface bi-directional reflectance distribution function (BRDF) parameters and the daily mean atmospheric optical depth (AOD) with an atmospheric radiative transfer model (RTM) to optimally simulate the observed diurnal variability in the clear-sky TOA reflectance. Once the initial RTLS parameters are retrieved after the algorithm’s burn-in period, they serve as the prior information to estimate the AOD levels for the following days and update the surface BRDF information with the new clear-sky observations. This process is iterated through the full time span of the observations, skipping only totally cloudy days or when surface snow is detected. We tested the algorithm over various Aerosol Robotic Network (AERONET) sites and the retrieved results well agree with the ground-based measurements. This study demonstrates that the high-frequency diurnal geostationary observations contain unique information that can help to address the atmospheric correction problem from new directions. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.}, DOI = {10.3390/rs14040964}, url = {https://doi.org/10.3390/rs14040964}, year = {2022}, type = {Journal Article} } @misc{4578, author = {Wang, X. and Reagan, J. and Cattrall, C. and Thome, K.J.}, title = {Spaceborne lidar aerosol retrieval approaches based on improved aerosol model constraints}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {36–42}, month = {5–6 April 2005}, note = {READY}, DOI = {10.1109/AERSOL.2005.1494147}, url = {https://doi.org/10.1109/AERSOL.2005.1494147}, year = {2005}, type = {Conference Paper} } @article{11549, author = {Wang, X. and Zhao, H. and Sheng, Y. and Geng, J. and Wang, K. and Yang, H.}, title = {Groundwater net discharge rates estimated from lake level change in Badain Jaran Desert, Northwest China}, journal = {Science China Earth Sciences}, volume = {63}, pages = {713–725}, DOI = {10.1007/s11430-019-9533-8}, url = {https://doi.org/10.1007/s11430-019-9533-8}, year = {2020}, type = {Journal Article} } @article{8355, author = {Wang, Y. and Czapla-Myers, J. and Lyapustin, A.I. and Thome, K.J. and Dutton, E. G.}, title = {AERONET-based surface reflectance validation network (ASRVN) data evaluation—Case study for railroad valley calibration site}, journal = {Remote Sensing of Environment}, volume = {115}, number = {10}, pages = {2710–2717}, DOI = {10.1016/j.rse.2011.06.011}, url = {https://doi.org/10.1016/j.rse.2011.06.011}, year = {2011}, type = {Journal Article} } @misc{11566, author = {Wang, Y. and Gao, F.}, title = {Mapping the chemical and mineral properties of total suspended matter in Pearl River water by multispectral optical remote sensing}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5686–5689}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS.2019.8898597}, url = {https://doi.org/10.1109/IGARSS.2019.8898597}, year = {2019}, type = {Conference Paper} } @misc{7192, author = {Wang, Y. and Ientilucci, E. J. and Raqueno, N. G. and Schott, J. R.}, title = {Landsat 8 TIRS calibration with external sensors}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 10402}, month = {6–10 August 2017}, note = {READY}, DOI = {10.1117/12.2272766}, url = {https://doi.org/10.1117/12.2272766}, year = {2017}, type = {Conference Paper} } @article{11840, author = {Wang, Y. and Lu, Z. and Sheng, Y. and Zhou, Y.}, title = {Remote sensing applications in monitoring of protected areas}, journal = {Remote Sensing}, volume = {12}, number = {9}, DOI = {10.3390/RS12091370}, url = {https://doi.org/10.3390/RS12091370}, year = {2020}, type = {Journal Article} } @article{445, author = {Wang, Y. and Lyapustin, A. I. and Privette, J. L. and Cook, R. B. and SanthanaVannan, S. K. and Vermote, E. F. and Schaaf, C.B. L.}, title = {Assessment of biases in MODIS surface reflectance due to Lambertian approximation}, journal = {Remote Sensing of Environment}, volume = {114}, number = {11}, pages = {2791–2801}, DOI = {10.1016/j.rse.2010.06.013}, url = {https://doi.org/10.1016/j.rse.2010.06.013}, year = {2010}, type = {Journal Article} } @article{8808, author = {Wang, Y. and Lyapustin, A. I. and Privette, J. L. and Morisette, J. T. and Holben, B.}, title = {Atmospheric correction at AERONET locations—A new science and validation data set}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {47}, number = {8}, pages = {2450–2466}, DOI = {10.1109/TGRS.2009.2016334}, url = {https://doi.org/10.1109/TGRS.2009.2016334}, year = {2009}, type = {Journal Article} } @misc{2267, author = {Wang, Y. and Nemani, R.R. and Dieffenbach, F. and Stolte, K. and Holcomb, G. and Robinson, M. and Reese, C. C. and McNiff, M. and Duhaime, R. and Tierney, G. and Mitchell, B. and August, P. and Paton, P. and LaBash, C.}, title = {Development of a decision support system for monitoring, reporting and forecasting ecological conditions of the Appalachian Trail}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2095–2098}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5651835}, url = {https://doi.org/10.1109/IGARSS.2010.5651835}, year = {2010}, type = {Conference Paper} } @article{1275, author = {Wang, Y. and Tian, Y. and Zhang, Y. and El-Saleous, N. and Knyazikhin, Y. and Vermote, E.F. and Myneni, R. B.}, title = {Investigation of product accuracy as a function of input and model uncertainties—Case study with SeaWiFs and MODIS LAI/FPAR algorithm}, journal = {Remote Sensing of Environment}, volume = {78}, number = {3}, pages = {299–313}, DOI = {10.1016/S0034-4257(01)00225-5}, url = {https://doi.org/10.1016/S0034-4257(01)00225-5}, year = {2001}, type = {Journal Article} } @article{1104, author = {Wang, Y. and Woodcock, C. E. and Buermann, W. and Stenberg, P. and Voipio, P. and Smolander, H. and Häme, T. and Tian, Y. and Hu, J. and Knyazikhin, Y. and Myneni, R. B.}, title = {Evaluation of the MODIS LAI algorithm at a coniferous forest site in Finland}, journal = {Remote Sensing of Environment}, volume = {91}, number = {1}, pages = {114–127}, DOI = {10.1016/j.rse.2004.02.007}, url = {https://doi.org/10.1016/j.rse.2004.02.007}, year = {2004}, type = {Journal Article} } @misc{12107, author = {Wang, Y. and Zhao, F. and Lyapustin, A.}, title = {The AOD sensitivity comparison between MODIS multi-angle implementation of atmospheric correction (MAIAC) and standard MODIS surface reflectance}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4850–4853}, month = {26 September–2 October 2020}, note = {READY}, DOI = {10.1109/IGARSS39084.2020.9324454}, url = {https://doi.org/10.1109/IGARSS39084.2020.9324454}, year = {2020}, type = {Conference Paper} } @article{1012, author = {Wang, Z. and Barlage, M. and Zeng, X. and Dickinson, R. E. and Schaaf, C. B.}, title = {The solar zenith angle dependence of desert albedo}, journal = {Geophysical Research Letters}, volume = {32}, number = {5}, pages = {1–4}, DOI = {10.1029/2004GL021835}, url = {https://doi.org/10.1029/2004GL021835}, year = {2005}, type = {Journal Article} } @article{3457, author = {Wang, Z. and Erb, A. M. and Schaaf, C. B. and Sun, Q. and Liu, Y. and Yang, Y. and Shuai, Y. and Casey, K. A. and Román, M. O.}, title = {Early spring post-fire snow albedo dynamics in high latitude boreal forests using Landsat-8 OLI data}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {71–83}, DOI = {10.1016/j.rse.2016.02.059}, url = {https://doi.org/10.1016/j.rse.2016.02.059}, year = {2016}, type = {Journal Article} } @misc{10976, author = {Wang, Z. and Román, M. O. and Sun, Q. and Kalb, V. and MacManus, K. and Ryan, R. E. and Pagnutti, M. and Helder, D.}, title = {NASA's black marble product suite—Validation strategy}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {8197–8200}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8518106}, url = {https://doi.org/10.1109/IGARSS.2018.8518106}, year = {2018}, type = {Conference Paper} } @article{276, author = {Wang, Z. and Schaaf, C. B. and Chopping, M. J. and Strahler, A. H. and Wang, J. and Román, M. O. and Rocha, A. V. and Woodcock, C. E. and Shuai, Y.}, title = {Evaluation of Moderate-Resolution Imaging Spectroradiometer (MODIS) snow albedo product (MCD43A) over tundra}, journal = {Remote Sensing of Environment}, volume = {117}, pages = {264–280}, DOI = {10.1016/j.rse.2011.10.002}, url = {https://doi.org/10.1016/j.rse.2011.10.002}, year = {2012}, type = {Journal Article} } @article{368, author = {Wang, Z. and Schaaf, C. B. and Lewis, P. and Knyazikhin, Y. and Schull, M. A. and Strahler, A. H. and Yao, T. and Myneni, R. B. and Chopping, M. J. and Blair, B. J.}, title = {Retrieval of canopy height using moderate-resolution imaging spectroradiometer (MODIS) data}, journal = {Remote Sensing of Environment}, volume = {115}, number = {6}, pages = {1595–1601}, DOI = {10.1016/j.rse.2011.02.010}, url = {https://doi.org/10.1016/j.rse.2011.02.010}, year = {2011}, type = {Journal Article} } @misc{5675, author = {Wang, Z. and Schaaf, C. B. and Philip, L. and Knyazikhin, Y. and Schull, M. A. and Strahler, A. H. and Myneni, R. B. and Chopping, M.}, title = {Canopy vertical structure using modis bidirectional reflectance data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, month = {14–16 June 2010}, note = {READY}, DOI = {10.1109/WHISPERS.2010.5594952}, url = {https://doi.org/10.1109/WHISPERS.2010.5594952}, year = {2010}, type = {Conference Paper} } @article{7, author = {Wang, Z. and Schaaf, C. B. and Strahler, A. H. and Chopping, M. J. and Román, M. O. and Shuai, Y. and Woodcock, C. E. and Hollinger, D. Y. and Fitzjarrald, D. R.}, title = {Evaluation of MODIS albedo product (MCD43A) over grassland, agriculture and forest surface types during dormant and snow-covered periods}, journal = {Remote Sensing of Environment}, volume = {140}, pages = {60–77}, DOI = {10.1016/j.rse.2013.08.025}, url = {https://doi.org/10.1016/j.rse.2013.08.025}, year = {2014}, type = {Journal Article} } @article{11788, author = {Wang, Z. and Schaaf, C. B. and Sun, Q. and Kim, J. and Erb, A. M. and Gao, F. and Román, M. O. and Yang, Y. and Petroy, S. and Taylor, J. R. and Masek, J. G. and Morisette, J. T. and Zhang, X. and Papuga, S. A.}, title = {Monitoring land surface albedo and vegetation dynamics using high spatial and temporal resolution synthetic time series from Landsat and the MODIS BRDF/NBAR/albedo product}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {59}, pages = {104–117}, DOI = {10.1016/j.jag.2017.03.008}, url = {https://doi.org/10.1016/j.jag.2017.03.008}, year = {2017}, type = {Journal Article} } @article{8406, author = {Wang, Z. and Schaaf, C. B. and Sun, Q. and Shuai, Y. and Román, M. O.}, title = {Capturing rapid land surface dynamics with Collection V006 MODIS BRDF/NBAR/Albedo (MCD43) products}, journal = {Remote Sensing of Environment}, volume = {207}, pages = {50–64}, DOI = {10.1016/j.rse.2018.02.001}, url = {https://doi.org/10.1016/j.rse.2018.02.001}, year = {2018}, type = {Journal Article} } @misc{12401, author = {Wang, Z. and Thome, K. and Lockwood, R. and Wenny, B.}, title = {A detector-based absolute radiometric calibration simulation for a climate-quality imaging spectrometer}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 12235}, month = {21–26 August 2022}, note = {READY}, abstract = {The HyperSpectral Imager for Climate Science (HySICS) is the core instrument of the CLARREO Pathfinder (CPF) mission and scheduled to be launched to the International Space Station (ISS) in 2023. HySICS is an Offner-Chrisp imaging spectrometer designed to meet an unprecedented radiometric uncertainty requirement of 0.3% (k=1) across its 350-2300 nm spectral range. The requirement represents a need for significant improvement over the radiometric calibration (RadCal) of existing space-borne spectrometers. The strategy to demonstrate that HySICS achieves this level of uncertainty includes an Independent Calibration (IndCal) using a pre-launch, detector-based RadCal relying on a tunable laser source. The system planned for the IndCal is the Goddard Laser for Absolute Measurement of Radiance (GLAMR) that has been developed at NASA’s Goddard Space Flight Center and used recently in the absolute radiometric calibration of several multi-spectral instruments. GLAMR data from a calibration demonstration system developed for the CLARREO mission have been combined with HySICS characterization data to develop an imaging spectrometer model that simulates HySICS’ behavior. The goal of the HySICS instrument and GLAMR model is to prepare for GLAMR testing of HySICS, optimize the test configuration, and verify the RadCal error budget. A Monte-Carlo simulation of the GLAMR RadCal based on the model is conducted to predict the detectors’ outputs at miscellaneous testing parameters. The main application of the simulation is a sensitivity study through the tuning of these parameters to identify the calibration error sources and determine quality metrics that can define the need for repeat HySICS measurements. The HySICS instrument model developed will be maintained and improved to support the CPF IndCal. © 2022 SPIE.}, keywords = {hyperspectral sensor radiometric calibration spectrometer VISNIR Budget control Hyperspectral imaging Instrument testing Intelligent systems Monte Carlo methods NASA Radiometry Space flight Space stations Spectrometers Spectroscopy Absolute measurements Absolute-radiometric calibration Calibration error Climate science Hyperspectral imagers Hyperspectral sensors Imaging spectrometers Measurements of Radiometric calibrations Calibration}, DOI = {10.1117/12.2633431}, url = {https://doi.org/10.1117/12.2633431}, year = {2022}, type = {Conference Paper} } @misc{9970, author = {Wang, Z. and Zeng, X. and Barlage, M. and Dickinson, R. and Schaaf, C.B. and Gao, F.}, title = {Impact of MODIS BRDF and albedo on land surface models}, publisher = {American Meteorological Society}, volume = {Poster Session 4}, pages = {1863–1877}, month = {9–13 January 2005}, note = {READY}, DOI = {https://ams.confex.com/ams/Annual2005/techprogram/session_17932.htm}, url = {https://ams.confex.com/ams/Annual2005/techprogram/session_17932.htm}, year = {2005}, type = {Conference Paper} } @article{10581, author = {Wang, Z. and Zeng, X. and Barlage, M. and Dickinson, R. E. and Gao, F. and Schaaf, C. B.}, title = {Using MODIS BRDF and albedo data to evaluate global model land surface albedo}, journal = {Journal of Hydrometeorology}, volume = {5}, number = {1}, pages = {3–14}, DOI = {10.1175/1525-7541(2004)005<0003:UMBAAD>2.0.CO;2}, url = {https://doi.org/10.1175/1525-7541(2004)005<0003:UMBAAD>2.0.CO;2}, year = {2004}, type = {Journal Article} } @article{1803, author = {Wanner, W. and Strahler, A. H. and Hu, B. and Lewis, P. and Muller, J. P. and Li, X. and Barker Schaaf, C.B. L. and Barnsley, M. J.}, title = {Global retrieval of bidirectional reflectance and albedo over land from EOS MODIS and MISR data—Theory and algorithm}, journal = {Journal of Geophysical Research Atmospheres}, volume = {102}, number = {14}, pages = {17143–17161}, DOI = {10.1029/96JD03295}, url = {https://doi.org/10.1029/96JD03295}, year = {1997}, type = {Journal Article} } @article{2537, author = {Ward, D. E. and Hao, W. M. and Susott, R. A. and Babbitt, R. E. and Shea, R. W. and Kauffman, J. B. and Justice, C. O.}, title = {Effect of fuel composition on combustion efficiency and emission factors for African savanna ecosystems}, journal = {Journal of Geophysical Research Atmospheres}, volume = {101}, number = {19}, pages = {23569–23576}, DOI = {10.1029/95JD02595}, url = {https://doi.org/10.1029/95JD02595}, year = {1996}, type = {Journal Article} } @misc{641, author = {Ward, J. T. and Lach, S. R. and Schott, J. R. and Sanders, N. J. and Brown, S. D.}, title = {Driving realistic texture in simulated long-wave infrared imagery}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {III728–III731}, month = {7–11 July 2008}, note = {READY}, DOI = {10.1109/IGARSS.2008.4779451}, url = {https://doi.org/10.1109/IGARSS.2008.4779451}, year = {2008}, type = {Conference Paper} } @article{2420, author = {Ward, M. H. and Nuckols, J. R. and Weigel, S. J. and Maxwell, S. K. and Cantor, K. P. and Miller, R. S.}, title = {Identifying populations potentially exposed to agricultural pesticides using remote sensing and a geographic information system}, journal = {Environmental Health Perspectives}, volume = {108}, number = {1}, pages = {5–12}, DOI = {10.1289/ehp.001085}, url = {https://doi.org/10.1289/ehp.001085}, year = {2000}, type = {Journal Article} } @inbook{11768, author = {Wardlow, B. and Anderson, M. and Tadesse, T. and Hain, C. and Crow, W. T. and Rodell, M.}, title = {Remote sensing of drought—Emergence of a satellite-based monitoring toolkit for the United States}, booktitle = {Remote sensing of water resources, disasters, and urban studies}, editor = {Thenkabail, P.S.}, connective phrase = {Remote sensing of drought—Emergence of a satellite-based monitoring toolkit for the United States}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, pages = {367–399}, DOI = {10.1201/b19321}, url = {https://doi.org/10.1201/b19321}, year = {2015}, type = {Book Section} } @inbook{8043, author = {Wardlow, B. D. and Anderson, M. C. and Hain, C. and Crow, W. T. and Otkin, J. and Tadesse, T. and Kouchak, A. A.}, title = {Advancements in satellite remote sensing for drought monitoring}, booktitle = {Drought and water crises—Integrating science, management, and policy, 2nd}, editor = {Wilhite, D. and Pulwarty, R.S.}, connective phrase = {Advancements in satellite remote sensing for drought monitoring}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, chapter = {chap. 10}, pages = {225–258}, DOI = {10.1201%2Fb22009-13}, url = {https://doi.org/10.1201%2Fb22009-13}, year = {2017}, type = {Book Section} } @inbook{10820, author = {Wardlow, B. D. and Anderson, M. C. and Sheffield, J. and Doorn, B. D. and Verdin, J. P. and Zhan, X. and Rodell, M.}, title = {Future opportunities and challenges in remote sensing of drought}, booktitle = {Remote sensing of drought—Innovative monitoring approaches}, editor = {Wardlow, B.D. and Anderson, M.C. and Verdin, J.P.}, connective phrase = {Future opportunities and challenges in remote sensing of drought}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, chapter = {chap. 16}, pages = {389–409}, DOI = {10.1201/b11863-23}, url = {https://doi.org/10.1201/b11863-23}, year = {2012}, type = {Book Section} } @book{10818, author = {Wardlow, B. D. and Anderson, M. C. and Verdin, J. P., eds.}, title = {Remote sensing of drought—Innovative monitoring approaches}, publisher = {CRC Press}, place published = {Boca Raton, Fla.}, extent of work = {450}, DOI = {10.1201/b11863}, url = {https://doi.org/10.1201/b11863}, year = {2012}, type = {Book} } @article{8537, author = {Warrior, H. and Carder, K.L.}, title = {Production of hypersaline pools in shallow basins by evaporation}, journal = {Geophysical Research Letters}, volume = {32}, number = {18}, DOI = {10.1029/2005GL023078}, url = {https://doi.org/10.1029/2005GL023078}, year = {2005}, type = {Journal Article} } @article{8541, author = {Warrior, H. and Carder, K.L.}, title = {An optical model for heat and salt budget estimation for shallow seas}, journal = {Journal of Geophysical Research Oceans}, volume = {112}, number = {12}, DOI = {10.1029/2006JC003866}, url = {https://doi.org/10.1029/2006JC003866}, year = {2007}, type = {Journal Article} } @misc{9198, author = {Wasiak, F. and Ochs, W.R. and Johns, A. and Seaton, B. and Adams, C. and Fatig, C. and Jones, R. and Jackson, W.}, title = {The building blocks for JWST I&T to operations - From simulator to flight units}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 8448}, month = {1–6 July 2012}, note = {READY}, DOI = {10.1117/12.921818}, url = {https://doi.org/10.1117/12.921818}, year = {2012}, type = {Conference Paper} } @misc{521, author = {Waske, B. and Van Der Linden, S. and Benediktsson, J. A. and Rabe, A. and Hostert, P.}, title = {Impact of different morphological profiles on the classification accuracy of urban hyperspectral data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, month = {26–28 August 2009}, note = {READY}, DOI = {10.1109/WHISPERS.2009.5289078}, url = {https://doi.org/10.1109/WHISPERS.2009.5289078}, year = {2009}, type = {Conference Paper} } @article{475, author = {Waske, B. and Van Der Linden, S. and Benediktsson, J. A. and Rabe, A. and Hostert, P.}, title = {Sensitivity of support vector machines to random feature selection in classification of hyperspectral data}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {48}, number = {7}, pages = {2880–2889}, DOI = {10.1109/TGRS.2010.2041784}, url = {https://doi.org/10.1109/TGRS.2010.2041784}, year = {2010}, type = {Journal Article} } @article{217, author = {Waske, B. and van der Linden, S. and Oldenburg, C. and Jakimow, B. and Rabe, A. and Hostert, P.}, title = {ImageRF—A user-oriented implementation for remote sensing image analysis with Random Forests}, journal = {Environmental Modelling and Software}, volume = {35}, pages = {192–193}, DOI = {10.1016/j.envsoft.2012.01.014}, url = {https://doi.org/10.1016/j.envsoft.2012.01.014}, year = {2012}, type = {Journal Article} } @article{1277, author = {Wayman, J. P. and Wynne, R. H. and Scrivani, J. A. and Reams, G. A.}, title = {Landsat TM-based forest area estimation using iterative guided spectral class rejection}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {67}, number = {10}, pages = {1155–1166}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2001journal/october/2001_oct_1155-1166.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2001journal/october/2001_oct_1155-1166.pdf}, year = {2001}, type = {Journal Article} } @article{12324, author = {Weber, R. N. and Powers, M. D. and Kennedy, R. E.}, title = {Vegetation recovery rates provide insight into reburn severity in southwestern Oregon, USA}, journal = {Forest Ecology and Management}, volume = {519}, abstract = {Like much of western North America, The Klamath-Siskiyou Ecoregion of southwest Oregon and northern California is experiencing a departure from its historical fire regime, with greater proportions of high severity fire and less low to moderate severity fire compared to historical norms. Reburn events (i.e. when wildfires burn through areas that have recently burned) can exacerbate this departure when high reburn severity contributes to a conversion from mixed-conifer forests to an alternative stable state dominated by pyrogenic shrubs. Spatially explicit understanding of the predictors of reburn severity is necessary to identify areas where the risk of high reburn severity should be mitigated and areas where low to moderate severity fire can be encouraged to promote resilience to future wildfires. Previous research concerning drivers of reburn severity has considered the severity of the initial fire, topography, and fuel and weather conditions immediately preceding the reburning fire, but has not evaluated the potential effects of vegetation dynamics after a fire on reburn severity. We investigated whether remotely sensed rates of vegetation recovery following an initial fire, measured by change in Normalized Burn Ratio (NBR) over 2, 5, and 10 years, are important predictors of reburn severity, once other known drivers of fire severity have been accounted for. Though a Random Forests analysis revealed that other variables (notably pre-reburn vegetation cover, average fire season PDSI, and initial fire severity) were more important predictors of reburn severity, vegetation recovery rates after an initial fire were found to be moderately important predictors of reburn severity, with comparable importance to fire weather variables and higher importance than some topographical variables. Short-term (2-year and 5-year) vegetation responses to wildfire representing either delayed mortality or elevated vegetation recovery were both associated with higher reburn severity, as were higher 10-year rates of annual vegetation accumulation. The results indicate that along with previously identified drivers of reburn severity, remotely sensed metrics of vegetation recovery relatively soon after a fire may provide important insight that can support post-fire management decisions and wildfire response planning for future reburn events. © 2022 Elsevier B.V.}, DOI = {10.1016/j.foreco.2022.120292}, url = {https://doi.org/10.1016/j.foreco.2022.120292}, year = {2022}, type = {Journal Article} } @article{255, author = {Wehrden, H. V. and Fischer, J. and Brandt, P. and Wagner, V. and Kümmerer, K. and Kuemmerle, T. and Nagel, A. and Olsson, O. and Hostert, P.}, title = {Consequences of nuclear accidents for biodiversity and ecosystem services}, journal = {Conservation Letters}, volume = {5}, number = {2}, pages = {81–89}, DOI = {10.1111/j.1755-263X.2011.00217.x}, url = {https://doi.org/10.1111/j.1755-263X.2011.00217.x}, year = {2012}, type = {Journal Article} } @article{8962, author = {Wei, J. and Lee, Z. and Lewis, M. and Pahlevan, N. and Ondrusek, M. and Armstrong, R.}, title = {Radiance transmittance measured at the ocean surface}, journal = {Optics Express}, volume = {23}, number = {9}, pages = {11826–11837}, DOI = {10.1364/OE.23.011826}, url = {https://doi.org/10.1364/OE.23.011826}, year = {2015}, type = {Journal Article} } @misc{6480, author = {Wei, J. and Lee, Z. and Pahlevan, N. and Lewis, M.}, title = {Transmittance of upwelling radiance at the sea surface measured in the field}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9261}, month = {15–16 October 2014}, note = {READY}, DOI = {10.1117/12.2073431}, url = {https://doi.org/10.1117/12.2073431}, year = {2014}, type = {Conference Paper} } @article{11810, author = {Wei, J. and Li, Z. and Cribb, M. and Huang, W. and Xue, W. and Sun, L. and Guo, J. and Peng, Y. and Li, J. and Lyapustin, A. and Liu, L. and Wu, H. and Song, Y.}, title = {Improved 1-km resolution PM2.5 estimates across China using enhanced space-time extremely randomized trees}, journal = {Atmospheric Chemistry and Physics}, volume = {20}, number = {6}, pages = {3273–3289}, DOI = {10.5194/acp-20-3273-2020}, url = {https://doi.org/10.5194/acp-20-3273-2020}, year = {2020}, type = {Journal Article} } @article{12044, author = {Wei, J. and Li, Z. and Lyapustin, A. and Sun, L. and Peng, Y. and Xue, W. and Su, T. and Cribb, M.}, title = {Reconstructing 1-km-resolution high-quality PM2.5 data records from 2000 to 2018 in China—Spatiotemporal variations and policy implications}, journal = {Remote Sensing of Environment}, volume = {252}, DOI = {10.1016/j.rse.2020.112136}, url = {https://doi.org/10.1016/j.rse.2020.112136}, year = {2021}, type = {Journal Article} } @article{11106, author = {Wei, S. and Fang, H. and Schaaf, C. B. and He, L. and Chen, J. M.}, title = {Global 500 m clumping index product derived from MODIS BRDF data (2001–2017)}, journal = {Remote Sensing of Environment}, volume = {232}, DOI = {10.1016/j.rse.2019.111296}, url = {https://doi.org/10.1016/j.rse.2019.111296}, year = {2019}, type = {Journal Article} } @article{10506, author = {Wei, X. and Hahmann, A. N. and Dickinson, R. E. and Yang, Z. L. and Zeng, X. and Schaudt, K. J. and Schaaf, C. B. and Strugnell, N.}, title = {Comparison of albedos computed by land surface models and evaluation against remotely sensed data}, journal = {Journal of Geophysical Research Atmospheres}, volume = {106}, number = {D18}, pages = {20687–20702}, DOI = {10.1029/2001JD900218}, url = {https://doi.org/10.1029/2001JD900218}, year = {2001}, type = {Journal Article} } @article{8222, author = {Weissteiner, C. J. and Strobl, P. and Sommer, S.}, title = {Assessment of status and trends of olive farming intensity in EU-Mediterranean countries using remote sensing time series and land cover data}, journal = {Ecological Indicators}, volume = {11}, number = {2}, pages = {601–610}, DOI = {10.1016/j.ecolind.2010.08.006}, url = {https://doi.org/10.1016/j.ecolind.2010.08.006}, year = {2011}, type = {Journal Article} } @article{526, author = {Welles, J. M. and Anderson, M. C.}, title = {Historical overview of John M. Norman's involvement in the development of several key instruments for biophysical measurement}, journal = {Agricultural and Forest Meteorology}, volume = {149}, number = {12}, pages = {2064–2070}, DOI = {10.1016/j.agrformet.2009.05.013}, url = {https://doi.org/10.1016/j.agrformet.2009.05.013}, year = {2009}, type = {Journal Article} } @article{11294, author = {Wellner, J. S. and Scambos, T. and Domack, E. W. and Vernet, M. and Leventer, A. and Balco, G. and Brachfeld, S. and Cape, M. R. and Huber, B. and Ishman, S. and McCormick, M. L. and Mosley-Thompson, E. and Pettit, E. C. and Smith, C. R. and Truffer, M. and Van Dover, C. and Yoo, K. C.}, title = {The Larsen Ice Shelf System, Antarctica (Larissa)—Polar systems bound together, changing fast}, journal = {GSA Today}, volume = {29}, number = {8}, pages = {4–10}, DOI = {10.1130/GSATG382A.1}, url = {https://doi.org/10.1130/GSATG382A.1}, year = {2019}, type = {Journal Article} } @article{9092, author = {Welp, L. R. and Patra, P. K. and Rödenbeck, C. and Nemani, R.R. and Bi, J. and Piper, S. C. and Keeling, R. F.}, title = {Increasing summer net CO2 uptake in high northern ecosystems inferred from atmospheric inversions and comparisons to remote-sensing NDVI}, journal = {Atmospheric Chemistry and Physics}, volume = {16}, number = {14}, pages = {9047–9066}, DOI = {10.5194/acp-16-9047-2016}, url = {https://doi.org/10.5194/acp-16-9047-2016}, year = {2016}, type = {Journal Article} } @article{2898, author = {Wen, G. and Cahalan, R. F. and Haigh, J. D. and Pilewskie, P. and Oreopoulos, L. and Harder, J. W.}, title = {Reconciliation of modeled climate responses to spectral solar forcing}, journal = {Journal of Geophysical Research Atmospheres}, volume = {118}, number = {12}, pages = {6281–6289}, DOI = {10.1002/jgrd.50506}, url = {https://doi.org/10.1002/jgrd.50506}, year = {2013}, type = {Journal Article} } @article{8530, author = {Wen, G. and Cahalan, R. F. and Holben, B. N.}, title = {Limitations of ground-based solar irradiance estimates due to atmospheric variations}, journal = {Journal of Geophysical Research Atmospheres}, volume = {108}, number = {14}, pages = {AAC 1–1 – AAC 1–9}, DOI = {10.1029/2003jd003431}, url = {https://doi.org/10.1029/2003jd003431}, year = {2003}, type = {Journal Article} } @misc{6324, author = {Wen, G. and Cahalan, R. F. and Rind, D. and Jonas, J. and Pilewskie, P. and Harder, J.}, title = {Spectral solar UV radiation and its variability and climate responses}, publisher = {American Institute of Physics}, volume = {Proceedings}, pages = {788–791}, month = {6–10 August 2012}, note = {READY}, DOI = {10.1063/1.4804888}, url = {https://doi.org/10.1063/1.4804888}, year = {2013}, type = {Conference Paper} } @article{8595, author = {Wen, G. and Cahalan, R. F. and Rind, D. and Jonas, J. and Pilewskie, P. and Wu, D. L. and Krivova, N. A.}, title = {Climate responses to SATIRE and SIM-based spectral solar forcing in a 3D atmosphere-ocean coupled GCM}, journal = {Journal of Space Weather and Space Climate}, volume = {7}, number = {3}, DOI = {10.1051/swsc/2017009}, url = {https://doi.org/10.1051/swsc/2017009}, year = {2017}, type = {Journal Article} } @article{10504, author = {Wen, G. and Cahalan, R. F. and Tsay, S. C. and Oreopoulos, L.}, title = {Impact of cumulus cloud spacing on Landsat atmospheric correction and aerosol retrieval}, journal = {Journal of Geophysical Research Atmospheres}, volume = {106}, number = {D11}, pages = {12129–12138}, DOI = {10.1029/2001JD900159}, url = {https://doi.org/10.1029/2001JD900159}, year = {2001}, type = {Journal Article} } @article{8787, author = {Wen, G. and Marshak, A. and Cahalan, R. F.}, title = {Impact of 3-D clouds on clear-sky reflectance and aerosol retrieval in a biomass burning region of Brazil}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {3}, number = {1}, pages = {169–172}, DOI = {10.1109/LGRS.2005.861386}, url = {https://doi.org/10.1109/LGRS.2005.861386}, year = {2006}, type = {Journal Article} } @article{8555, author = {Wen, G. and Marshak, A. and Cahalan, R. F.}, title = {Importance of molecular Rayleigh scattering in the enhancement of clear sky reflectance in the vicinity of boundary layer cumulus clouds}, journal = {Journal of Geophysical Research Atmospheres}, volume = {113}, number = {24}, DOI = {10.1029/2008JD010592}, url = {https://doi.org/10.1029/2008JD010592}, year = {2008}, type = {Journal Article} } @article{8542, author = {Wen, G. and Marshak, A. and Cahalan, R. F. and Remer, L. A. and Kleidman, R. G.}, title = {3-D aerosol-cloud radiative interaction observed in collocated MODIS and ASTER images of cumulus cloud fields}, journal = {Journal of Geophysical Research Atmospheres}, volume = {112}, number = {13}, DOI = {10.1029/2006JD008267}, url = {https://doi.org/10.1029/2006JD008267}, year = {2007}, type = {Journal Article} } @article{8105, author = {Wen, G. and Marshak, A. and Levy, R. C. and Remer, L. A. and Loeb, N. G. and Várnai, T. and Cahalan, R. F.}, title = {Improvement of MODIS aerosol retrievals near clouds}, journal = {Journal of Geophysical Research Atmospheres}, volume = {118}, number = {16}, pages = {9168–9181}, DOI = {10.1002/jgrd.50617}, url = {https://doi.org/10.1002/jgrd.50617}, year = {2013}, type = {Journal Article} } @misc{6325, author = {Wen, G. and Marshak, A. and Remer, L. and Levy, R. and Loeb, N. and Várnai, T. and Cahalan, R. F.}, title = {Correction of MODIS aerosol retrieval for 3D radiative effects in broken cloud fields}, publisher = {American Institute of Physics}, volume = {Proceedings}, pages = {280–283}, month = {6–10 August 2012}, note = {READY}, DOI = {10.1063/1.4804761}, url = {https://doi.org/10.1063/1.4804761}, year = {2013}, type = {Conference Paper} } @article{10499, author = {Wen, G. and Tsay, S. C. and Cahalan, R. F. and Oreopoulos, L.}, title = {Path radiance technique for retrieving aerosol optical thickness over land}, journal = {Journal of Geophysical Research Atmospheres}, volume = {104}, number = {D24}, pages = {31321–31332}, DOI = {10.1029/1999JD900964}, url = {https://doi.org/10.1029/1999JD900964}, year = {1999}, type = {Journal Article} } @article{9014, author = {Wendland, K. J. and Baumann, M. and Lewis and Sieber, A. and Radeloff, V. C.}, title = {Protected area effectiveness in European Russia—A postmatching panel data analysis}, journal = {Land Economics}, volume = {91}, number = {1}, pages = {149–168}, DOI = {10.3368/le.91.1.149}, url = {https://doi.org/10.3368/le.91.1.149}, year = {2015}, type = {Journal Article} } @article{8251, author = {Wendland, K. J. and Lewis, D. J. and Alix-Garcia, J. and Ozdogan, M. and Baumann, M. and Radeloff, V. C.}, title = {Regional- and district-level drivers of timber harvesting in European Russia after the collapse of the Soviet Union}, journal = {Global Environmental Change}, volume = {21}, number = {4}, pages = {1290–1300}, DOI = {10.1016/j.gloenvcha.2011.07.003}, url = {https://doi.org/10.1016/j.gloenvcha.2011.07.003}, year = {2011}, type = {Journal Article} } @article{3057, author = {Weng, Q. and Fu, P. and Gao, F.}, title = {Generating daily land surface temperature at Landsat resolution by fusing Landsat and MODIS data}, journal = {Remote Sensing of Environment}, volume = {145}, pages = {55–67}, DOI = {10.1016/j.rse.2014.02.003}, url = {https://doi.org/10.1016/j.rse.2014.02.003}, year = {2014}, type = {Journal Article} } @article{9064, author = {Wenny, B. N. and Helder, D.L. and Hong, J. and Leigh, L. and Thome, K. J. and Reuter, D.}, title = {Pre- and post-launch spatial quality of the Landsat 8 thermal infrared sensor}, journal = {Remote Sensing}, volume = {7}, number = {2}, pages = {1962–1980}, DOI = {10.3390/rs70201962}, url = {https://doi.org/10.3390/rs70201962}, year = {2015}, type = {Journal Article} } @article{12289, author = {Wenny, B. N. and Thome, K.}, title = {Look-up table approach for uncertainty determination for operational vicarious calibration of Earth imaging sensors}, journal = {Applied Optics}, volume = {61}, number = {6}, pages = {1357–1368}, abstract = {Understanding the uncertainty of a vicarious calibration is essential for any application to Earth imaging sensors. The Radiometric Calibration Network provides SI-traceable spectral top-of-atmosphere (TOA) reflectance from a network of ground sites and uses a look-up table (LUT) approach for uncertainty determination. The uncertainty LUT was derived using Monte Carlo techniques applied to the relevant solar geometry, surface, and atmospheric variables. While surface reflectance is typically the dominant uncertainty source, atmospheric contributions do play an important role, depending upon the exact scenario and conditions. This approach allows knowledge of TOA reflectance uncertainty to within 0.5%. © 2022 Optical Society of America}, DOI = {10.1364/AO.442170}, url = {https://doi.org/10.1364/AO.442170}, year = {2022}, type = {Journal Article} } @misc{12047, author = {Wenny, B. N. and Thome, K. and Czapla-Myers, J.}, title = {Evaluation of vicarious calibration for airborne sensors using RadCalNet}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 11530}, month = {21–25 September 2020}, note = {READY}, DOI = {10.1117/12.2574014}, url = {https://doi.org/10.1117/12.2574014}, year = {2020}, type = {Conference Paper} } @article{12231, author = {Wenny, B. N. and Thome, K. and Czapla-Myers, J.}, title = {Evaluation of vicarious calibration for airborne sensors using RadCalNet}, journal = {Journal of Applied Remote Sensing}, volume = {15}, number = {3}, DOI = {10.1117/1.JRS.15.034501}, url = {https://doi.org/10.1117/1.JRS.15.034501}, year = {2021}, type = {Journal Article} } @article{3589, author = {Wessels, K. J. and Bergh, F. and Roy, D. P. and Salmon, B. P. and Steenkamp, K. C. and MacAlister, B. and Swanepoel, D. and Jewitt, D.}, title = {Rapid land cover map updates using change detection and robust random forest classifiers}, journal = {Remote Sensing}, volume = {8}, number = {11}, DOI = {10.3390/rs8110888}, url = {https://doi.org/10.3390/rs8110888}, year = {2016}, type = {Journal Article} } @misc{9981, author = {West, J. E. and Messinger, D. W. and Ientilucci, E. J. and Kerekes, J. P. and Schott, J. R.}, title = {Matched filter stochastic background characterization for hyperspectral target detection}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 5806}, pages = {1–12}, month = {28 March–1 April 2005}, note = {READY}, DOI = {10.1117/12.605727}, url = {https://doi.org/10.1117/12.605727}, year = {2005}, type = {Conference Paper} } @article{756, author = {West, J. E. and Messinger, D. W. and Schott, J. R.}, title = {Comparative evaluation of background characterization techniques for hyperspectral unstructured matched filter target detection}, journal = {Journal of Applied Remote Sensing}, volume = {1}, number = {1}, DOI = {10.1117/1.2768621}, url = {https://doi.org/10.1117/1.2768621}, year = {2007}, type = {Journal Article} } @article{2427, author = {Whitcraft, A. K. and Becker-Reshef, I. and Justice, C. O.}, title = {Agricultural growing season calendars derived from MODIS surface reflectance}, journal = {International Journal of Digital Earth}, volume = {8}, number = {3}, pages = {173–197}, DOI = {10.1080/17538947.2014.894147}, url = {https://doi.org/10.1080/17538947.2014.894147}, year = {2015}, type = {Journal Article} } @article{9062, author = {Whitcraft, A. K. and Becker-Reshef, I. and Justice, C. O.}, title = {A framework for defining spatially explicit earth observation requirements for a global agricultural monitoring initiative (GEOGLAM)}, journal = {Remote Sensing}, volume = {7}, number = {2}, pages = {1461–1481}, DOI = {10.3390/rs70201461}, url = {https://doi.org/10.3390/rs70201461}, year = {2015}, type = {Journal Article} } @misc{12109, author = {Whitcraft, A. K. and Becker-Reshef, I. and Justice, C. O.}, title = {NASA harvest(ing) Earth observations for informed agricultural decisions}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3706–3708}, month = {26 September–2 October 2020}, note = {READY}, DOI = {10.1109/IGARSS39084.2020.9324176}, url = {https://doi.org/10.1109/IGARSS39084.2020.9324176}, year = {2020}, type = {Conference Paper} } @article{11107, author = {Whitcraft, A. K. and Becker-Reshef, I. and Justice, C. O. and Gifford, L. and Kavvada, A. and Jarvis, I.}, title = {No pixel left behind—Toward integrating Earth observations for agriculture into the United Nations Sustainable Development Goals framework}, journal = {Remote Sensing of Environment}, volume = {235}, DOI = {10.1016/j.rse.2019.111470}, url = {https://doi.org/10.1016/j.rse.2019.111470}, year = {2019}, type = {Journal Article} } @article{9063, author = {Whitcraft, A. K. and Becker-Reshef, I. and Killough, B. D. and Justice, C. O.}, title = {Meeting earth observation requirements for global agricultural monitoring—An evaluation of the revisit capabilities of current and planned moderate resolution optical earth observing missions}, journal = {Remote Sensing}, volume = {7}, number = {2}, pages = {1482–1503}, DOI = {10.3390/rs70201482}, url = {https://doi.org/10.3390/rs70201482}, year = {2015}, type = {Journal Article} } @article{3224, author = {Whitcraft, A. K. and Vermote, E. F. and Becker-Reshef, I. and Justice, C. O.}, title = {Cloud cover throughout the agricultural growing season—Impacts on passive optical earth observations}, journal = {Remote Sensing of Environment}, volume = {156}, pages = {438–447}, DOI = {10.1016/j.rse.2014.10.009}, url = {https://doi.org/10.1016/j.rse.2014.10.009}, year = {2015}, type = {Journal Article} } @article{3321, author = {White, C. F. H. and Coops, N. C. and Nijland, W. and Hilker, T. and Nelson, T. A. and Wulder, M. A. and Nielsen, S. E. and Stenhouse, G.}, title = {Characterizing a decade of disturbance events using Landsat and MODIS satellite imagery in Western Alberta, Canada for grizzly bear management}, journal = {Canadian Journal of Remote Sensing}, volume = {40}, number = {5}, pages = {336–347}, DOI = {10.1080/07038992.2014.987082}, url = {https://doi.org/10.1080/07038992.2014.987082}, year = {2014}, type = {Journal Article} } @article{8104, author = {White, E. V. and Roy, D. P.}, title = {A contemporary decennial examination of changing agricultural field sizes using Landsat time series data}, journal = {Geo—Geography and Environment}, volume = {2}, number = {1}, pages = {33–54}, DOI = {10.1002/geo2.4}, url = {https://doi.org/10.1002/geo2.4}, year = {2015}, type = {Journal Article} } @article{3382, author = {White, J. C. and Arnett, J. T. and Wulder, M. A. and Tompalski, P. and Coops, N. C.}, title = {Evaluating the impact of leaf-on and leaf-off airborne laserscanning data on the estimation of forest inventory attributes with the area-based approach}, journal = {Canadian Journal of Forest Research}, volume = {45}, number = {11}, pages = {1498–1513}, DOI = {10.1139/cjfr-2015-0192}, url = {https://doi.org/10.1139/cjfr-2015-0192}, year = {2015}, type = {Journal Article} } @article{810, author = {White, J. C. and Coops, N. C. and Hilker, T. and Wulder, M. A. and Carroll, A. L.}, title = {Detecting mountain pine beetle red attack damage with EO-1 Hyperion moisture indices}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {10}, pages = {2111–2121}, DOI = {10.1080/01431160600944028}, url = {https://doi.org/10.1080/01431160600944028}, year = {2007}, type = {Journal Article} } @article{3530, author = {White, J. C. and Coops, N. C. and Wulder, M. A. and Vastaranta, M. and Hilker, T. and Tompalski, P.}, title = {Remote sensing technologies for enhancing forest inventories—A review}, journal = {Canadian Journal of Remote Sensing}, volume = {42}, number = {5}, pages = {619–641}, DOI = {10.1080/07038992.2016.1207484}, url = {https://doi.org/10.1080/07038992.2016.1207484}, year = {2016}, type = {Journal Article} } @article{469, author = {White, J. C. and Gómez, C. and Wulder, M. A. and Coops, N. C.}, title = {Characterizing temperate forest structural and spectral diversity with Hyperion EO-1 data}, journal = {Remote Sensing of Environment}, volume = {114}, number = {7}, pages = {1576–1589}, DOI = {10.1016/j.rse.2010.02.012}, url = {https://doi.org/10.1016/j.rse.2010.02.012}, year = {2010}, type = {Journal Article} } @article{12274, author = {White, J. C. and Hermosilla, T. and Wulder, M. A. and Coops, N. C.}, title = {Mapping, validating, and interpreting spatio-temporal trends in post-disturbance forest recovery}, journal = {Remote Sensing of Environment}, volume = {271}, abstract = {The success and rate of forest regeneration has consequences for sustainable forest management, climate change mitigation, and biodiversity, among others. Systematically monitoring forest regeneration over large and often remote areas is challenging. Remotely sensed data and associated analytical approaches have demonstrated consistent and transparent options for spatially-explicit characterization of vegetation return following disturbance. Moreover, time series of satellite imagery enable the establishment of spatially meaningful recovery baselines that can provide a benchmark for identifying areas that are either under- or over-performing relative to those baselines. This information allows for the investigation and/or prioritization of areas requiring some form of management intervention, including guiding tree planting initiatives. In this research, we assess recovery following stand replacing disturbances for the 650 Mha forested ecosystems of Canada for the period 1985–2017, wherein ~51 Mha of Canada's forested ecosystems were impacted by wildfire, and ~ 21 Mha were impacted by harvesting. For quantification of forest recovery, we implement the Years to Recovery or Y2R metric using Landsat time series data based on the Normalized Burn Ratio (NBR) to relate the number of years required for a pixel to return to 80% of its pre-disturbance NBR value. By the end of the analyzed period, 76% of areas impacted by wildfire were considered spectrally recovered compared to 93% of harvested areas. On average, we found that harvest areas had more rapid spectral recovery (mean Y2R = 6.1 years) than wildfire (mean Y2R = 10.6 years) and importantly, that Y2R varied by ecozone, disturbance type, pre-disturbance land cover, and latitude. We used airborne laser scanning data to assess whether pixels that were considered spectrally recovered had attained United Nations Food and Agricultural Organization benchmarks of canopy height (>5 m) and cover (>10%) across four geographic regions representing different forest types. Overall, 87% and 97% of recovered pixels sampled in harvests and wildfires, respectively, had achieved at least one of the benchmarks, with benchmarks of height more readily achieved than benchmarks of cover. By analyzing spatial patterns of Y2R, we identified areas that had significant positive or negative spatial clustering in their rate of spectral recovery. Approximately 3.5–4% of areas disturbed by wildfire or harvest had significant positive spatial clustering, indicative of slower spectral recovery rates; these areas were also less likely to have attained benchmarks of height and cover. Conversely, we identified significant negative spatial clustering for 0.94% of areas recovering from harvest and 1.93% of areas recovering from wildfire, indicative of spectral recovery that was more rapid than the ecozonal baseline. Herein, we demonstrated that remote sensing can provide spatial intelligence on the nature of disturbance-recovery dynamics in forested ecosystems over large areas and moreover, can retrospectively quantify and characterize historic forest recovery trends within the past three decades that have implications for forest management, climate change mitigation, and restoration initiatives in the near term. © 2022}, DOI = {10.1016/j.rse.2022.112904}, url = {https://doi.org/10.1016/j.rse.2022.112904}, year = {2022}, type = {Journal Article} } @article{8426, author = {White, J. C. and Saarinen, N. and Kankare, V. and Wulder, M. A. and Hermosilla, T. and Coops, N. C. and Pickell, P. D. and Holopainen, M. and Hyyppä, J. and Vastaranta, M.}, title = {Confirmation of post-harvest spectral recovery from Landsat time series using measures of forest cover and height derived from airborne laser scanning data}, journal = {Remote Sensing of Environment}, volume = {216}, pages = {262–275}, DOI = {10.1016/j.rse.2018.07.004}, url = {https://doi.org/10.1016/j.rse.2018.07.004}, year = {2018}, type = {Journal Article} } @article{3385, author = {White, J. C. and Stepper, C. and Tompalski, P. and Coops, N. C. and Wulder, M. A.}, title = {Comparing ALS and image-based point cloud metrics and modelled forest inventory attributes in a complex coastal forest environment}, journal = {Forests}, volume = {6}, number = {10}, pages = {3704–3732}, DOI = {10.3390/f6103704}, url = {https://doi.org/10.3390/f6103704}, year = {2015}, type = {Journal Article} } @article{8407, author = {White, J. C. and Tompalski, P. and Coops, N. C. and Wulder, M. A.}, title = {Comparison of airborne laser scanning and digital stereo imagery for characterizing forest canopy gaps in coastal temperate rainforests}, journal = {Remote Sensing of Environment}, volume = {208}, pages = {1–14}, DOI = {10.1016/j.rse.2018.02.002}, url = {https://doi.org/10.1016/j.rse.2018.02.002}, year = {2018}, type = {Journal Article} } @article{3053, author = {White, J. C. and Wulder, M. A.}, title = {The Landsat observation record of Canada—1972 2012}, journal = {Canadian Journal of Remote Sensing}, volume = {39}, number = {6}, pages = {455–467}, DOI = {10.5589/m13-053}, url = {https://doi.org/10.5589/m13-053}, year = {2014}, type = {Journal Article} } @article{10616, author = {White, J. C. and Wulder, M. A. and Brooks, D. and Reich, R. and Wheate, R. D.}, title = {Mapping mountain pine beetle infestation with high spatial resolution satellite imagery}, journal = {Forestry Chronicle}, volume = {80}, number = {6}, pages = {743–745}, DOI = {10.5558/tfc80743-6}, url = {https://doi.org/10.5558/tfc80743-6}, year = {2004}, type = {Journal Article} } @article{995, author = {White, J. C. and Wulder, M. A. and Brooks, D. and Reich, R. and Wheate, R. D.}, title = {Detection of red attack stage mountain pine beetle infestation with high spatial resolution satellite imagery}, journal = {Remote Sensing of Environment}, volume = {96}, number = {3–4}, pages = {340–351}, DOI = {10.1016/j.rse.2005.03.007}, url = {https://doi.org/10.1016/j.rse.2005.03.007}, year = {2005}, type = {Journal Article} } @article{3246, author = {White, J. C. and Wulder, M. A. and Buckmaster, G.}, title = {Validating estimates of merchantable volume from airborne laser scanning (ALS) data using weight scale data}, journal = {Forestry Chronicle}, volume = {90}, number = {3}, pages = {378–385}, DOI = {10.5558/tfc2014072}, url = {https://doi.org/10.5558/tfc2014-072}, year = {2014}, type = {Journal Article} } @article{386, author = {White, J. C. and Wulder, M. A. and Gómez, C. and Stenhouse, G.}, title = {A history of habitat dynamics—Characterizing 35 years of stand replacing disturbance}, journal = {Canadian Journal of Remote Sensing}, volume = {37}, number = {2}, pages = {234–251}, DOI = {10.5589/m11-034}, url = {https://doi.org/10.5589/m11-034}, year = {2011}, type = {Journal Article} } @article{11092, author = {White, J. C. and Wulder, M. A. and Hermosilla, T. and Coops, N. C.}, title = {Satellite time series can guide forest restoration}, journal = {Nature}, volume = {569}, number = {7758}, pages = {630–630}, DOI = {10.1038/d41586-019-01665-x}, url = {https://doi.org/10.1038/d41586-019-01665-x}, year = {2019}, type = {Journal Article} } @article{3658, author = {White, J. C. and Wulder, M. A. and Hermosilla, T. and Coops, N. C. and Hobart, G. W.}, title = {A nationwide annual characterization of 25 years of forest disturbance and recovery for Canada using Landsat time series}, journal = {Remote Sensing of Environment}, volume = {194}, pages = {303–321}, DOI = {10.1016/j.rse.2017.03.035}, url = {https://doi.org/10.1016/j.rse.2017.03.035}, year = {2017}, type = {Journal Article} } @article{3546, author = {White, J. C. and Wulder, M. A. and Hobart, G. W. and Luther, J. E. and Hermosilla, T. and Griffiths, P. and Coops, N. C. and Hall, R. J. and Hostert, P. and Dyk, A. and Guindon, L.}, title = {Pixel-based image compositing for large-area dense time series applications and science}, journal = {Canadian Journal of Remote Sensing}, volume = {40}, number = {3}, pages = {192–212}, DOI = {10.1080/07038992.2014.945827}, url = {https://doi.org/10.1080/07038992.2014.945827}, year = {2014}, type = {Journal Article} } @article{9104, author = {White, J. C. and Wulder, M. A. and Varhola, A. and Vastaranta, M. and Coops, N. C. and Cook, B. D. and Pitt, D. and Woods, M.}, title = {A best practices guide for generating forest inventory attributes from airborne laser scanning data using an area-based approach}, journal = {Forestry Chronicle}, volume = {89}, number = {6}, pages = {722–723}, DOI = {10.5558/tfc2013-132}, url = {https://doi.org/10.5558/tfc2013-132}, year = {2013}, type = {Journal Article} } @article{16, author = {White, J. C. and Wulder, M. A. and Vastaranta, M. and Coops, N. C. and Pitt, D. and Woods, M.}, title = {The utility of image-based point clouds for forest inventory—A comparison with airborne laser scanning}, journal = {Forests}, volume = {4}, number = {3}, pages = {518–536}, DOI = {10.3390/f4030518}, url = {https://doi.org/10.3390/f4030518}, year = {2013}, type = {Journal Article} } @article{10571, author = {White, J. D. and Running, S. W. and Nemani, R.R. and Keane, R. E. and Ryan, K. C.}, title = {Measurement and remote sensing of LAI in rocky mountain montane ecosystems}, journal = {Canadian Journal of Forest Research}, volume = {27}, number = {11}, pages = {1714–1727}, DOI = {10.1139/x97-142}, url = {https://doi.org/10.1139/x97-142}, year = {1997}, type = {Journal Article} } @article{2348, author = {White, M. A. and Asner, G. P. and Nemani, R. R. and Privette, J. L. and Running, S. W.}, title = {Measuring fractional cover and leaf area index in arid ecosystems—Digital camera, radiation transmittance, and laser altimetry methods}, journal = {Remote Sensing of Environment}, volume = {74}, number = {1}, pages = {45–57}, DOI = {10.1016/S0034-4257(00)00119-X}, url = {https://doi.org/10.1016/S0034-4257(00)00119-X}, year = {2000}, type = {Journal Article} } @article{2281, author = {White, M. A. and de Beurs, K. M. and Didan, K. and Inouye, D. W. and Richardson, A. D. and Jensen, O. P. and O'Keefe, J. and Zhang, G. and Nemani, R. R. and van Leeuwen, W. J. D. and Brown, J. F. and de Wit, A. and Schaepman, M. and Lin, X. and Dettinger, M. and Bailey, A. S. and Kimball, J. and Schwartz, M. D. and Baldocchi, D. D. and Lee, J. T. and Lauenroth, W. K.}, title = {Intercomparison, interpretation, and assessment of spring phenology in North America estimated from remote sensing for 1982-2006}, journal = {Global Change Biology}, volume = {15}, number = {10}, pages = {2335–2359}, DOI = {10.1111/j.1365-2486.2009.01910.x}, url = {https://doi.org/10.1111/j.1365-2486.2009.01910.x}, year = {2009}, type = {Journal Article} } @article{2321, author = {White, M. A. and Hoffman, F. and Hargrove, W. W. and Nemani, R. R.}, title = {A global framework for monitoring phenological responses to climate change}, journal = {Geophysical Research Letters}, volume = {32}, number = {4}, pages = {1–4}, DOI = {10.1029/2004GL021961}, url = {https://doi.org/10.1029/2004GL021961}, year = {2005}, type = {Journal Article} } @article{2331, author = {White, M. A. and Nemani, R. R.}, title = {Canopy duration has little influence on annual carbon storage in the deciduous broad leaf forest}, journal = {Global Change Biology}, volume = {9}, number = {7}, pages = {967–972}, DOI = {10.1046/j.1365-2486.2003.00585.x}, url = {https://doi.org/10.1046/j.1365-2486.2003.00585.x}, year = {2003}, type = {Journal Article} } @article{10631, author = {White, M. A. and Nemani, R. R.}, title = {Soil water forecasting in the continental United States—Relative forcing by meteorology versus leaf area index and the effects of meteorological forecast errors}, journal = {Canadian Journal of Remote Sensing}, volume = {30}, number = {5}, pages = {717–730}, DOI = {10.5589/m04-030}, url = {https://doi.org/10.5589/m04-030}, year = {2004}, type = {Journal Article} } @article{2305, author = {White, M. A. and Nemani, R. R.}, title = {Real-time monitoring and short-term forecasting of land surface phenology}, journal = {Remote Sensing of Environment}, volume = {104}, number = {1}, pages = {43–49}, DOI = {10.1016/j.rse.2006.04.014}, url = {https://doi.org/10.1016/j.rse.2006.04.014}, year = {2006}, type = {Journal Article} } @article{10479, author = {White, M. A. and Nemani, R. R. and Thornton, P. E. and Running, S. W.}, title = {Satellite evidence of phenological differences between urbanized and rural areas of the eastern United States deciduous broadleaf forest}, journal = {Ecosystems}, volume = {5}, number = {3}, pages = {260–273}, DOI = {10.1007/s10021-001-0070-8}, url = {https://doi.org/10.1007/s10021-001-0070-8}, year = {2002}, type = {Journal Article} } @article{10937, author = {White, W. A. and Alsina, M. M. and Nieto, H. and McKee, L. G. and Gao, F. and Kustas, W. P.}, title = {Determining a robust indirect measurement of leaf area index in California vineyards for validating remote sensing-based retrievals}, journal = {Irrigation Science}, volume = {34}, number = {3}, pages = {269–280}, DOI = {10.1007/s00271-018-0614-8}, url = {https://doi.org/10.1007/s00271-018-0614-8}, year = {2019}, type = {Journal Article} } @misc{3899, author = {Whittington, E. E. and Thome, K. J. and Barnes, R. A. and Canham, K. A.}, title = {Radiometric calibration of the Sea-viewing wide field of view sensor using ground-reference techniques}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4135}, pages = {294–301}, month = {30 July–4 August 2000}, note = {READY}, DOI = {10.1117/12.494227}, url = {https://doi.org/10.1117/12.494227}, year = {2000}, type = {Conference Paper} } @article{3609, author = {Wickham, J. and Homer, C. and Vogelmann, J. E. and McKerrow, A. and Mueller, R. and Herold, N. and Coulston, J.}, title = {The multi-resolution land characteristics (MRLC) Consortium - 20 years of development and integration of USA National Land Cover Data}, journal = {Remote Sensing}, volume = {6}, number = {8}, pages = {7424–7441}, DOI = {10.3390/rs6087424}, url = {https://doi.org/10.3390/rs6087424}, year = {2014}, type = {Journal Article} } @article{11744, author = {Wielicki, B. A. and Young, D. F. and Mlynczak, M. G. and Thome, K. J. and Leroy, S. and Corliss, J. and Anderson, J. G. and Ao, C. O. and Bantges, R. and Best, F. and Bowman, K. and Brindley, H. and Butler, J. J. and Collins, W. and Dykema, J. A. and Doelling, D. R. and Feldman, D. R. and Fox, N. and Huang, X. and Holz, R. and Huang, Y. and Jin, Z. and Jennings, D. and Johnson, D. G. and Jucks, K. and Kato, S. and Kirk-Davidoff, D. B. and Knuteson, R. and Kopp, G. and Kratz, D. P. and Liu, X. and Lukashin, C. and Mannucci, A. J. and Phojanamongkolkij, N. and Pilewskie, P. and Ramaswamy, V. and Revercomb, H. and Rice, J. and Roberts, Y. and Roithmayr, C. M. and Rose, F. and Sandford, S. and Shirley, E. L. and Smith Sr, W. L. and Soden, B. and Speth, P. W. and Sun, W. and Taylor, P. C. and Tobin, D. and Xiong, X.}, title = {Achieving climate change absolute accuracy in orbit}, journal = {Bulletin of the American Meteorological Society}, volume = {94}, number = {10}, pages = {1519–1539}, DOI = {10.1175/BAMS-D-12-00149.1}, url = {https://doi.org/10.1175/BAMS-D-12-00149.1}, year = {2013}, type = {Journal Article} } @article{8607, author = {Wigtil, G. and Hammer, R. B. and Kline, J. D. and Mockrin, M. H. and Stewart, S. I. and Roper, D. and Radeloff, V. C.}, title = {Places where wildfire potential and social vulnerability coincide in the coterminous United States}, journal = {International Journal of Wildland Fire}, volume = {25}, number = {8}, pages = {896–908}, DOI = {10.1071/WF15109}, url = {https://doi.org/10.1071/WF15109}, year = {2016}, type = {Journal Article} } @article{12288, author = {Wild, C. T. and Alley, K. E. and Muto, A. and Truffer, M. and Scambos, T. A. and Pettit, E. C.}, title = {Weakening of the pinning point buttressing Thwaites Glacier, West Antarctica}, journal = {Cryosphere}, volume = {16}, number = {2}, pages = {397–417}, abstract = {The Thwaites Eastern Ice Shelf buttresses a significant portion of Thwaites Glacier through contact with a pinning point 40ĝ€¯km offshore of the present grounding line. Predicting future rates of Thwaites Glacier's contribution to sea-level rise depends on the evolution of this pinning point and the resultant change in the ice-shelf stress field since the breakup of the Thwaites Western Glacier Tongue in 2009. Here we use Landsat-8 feature tracking of ice velocity in combination with ice-sheet model perturbation experiments to show how past changes in flow velocity have been governed in large part by changes in lateral shear and pinning point interactions with the Thwaites Western Glacier Tongue. We then use recent satellite altimetry data from ICESat-2 to show that Thwaites Glacier's grounding line has continued to retreat rapidly; in particular, the grounded area of the pinning point is greatly reduced from earlier mappings in 2014, and grounded ice elevations are continuing to decrease. This loss has created two pinned areas with ice flow now funneled between them. If current rates of surface lowering persist, the Thwaites Eastern Ice Shelf will unpin from the seafloor in less than a decade, despite our finding from airborne radar data that the seafloor underneath the pinning point is about 200 m shallower than previously reported. Advection of relatively thin and mechanically damaged ice onto the remaining portions of the pinning point and feedback mechanisms involving basal melting may further accelerate the unpinning. As a result, ice discharge will likely increase up to 10 % along a 45 km stretch of the grounding line that is currently buttressed by the Thwaites Eastern Ice Shelf. © 2022 Christian T. Wild et al.}, DOI = {10.5194/tc-16-397-2022}, url = {https://doi.org/10.5194/tc-16-397-2022}, year = {2022}, type = {Journal Article} } @misc{4132, author = {Wildi, F. and Brusa, G. and Riccardi, A. and Allen, R.G. and Lloyd-Hart, M. and Miller, D. and Martin, B. and Biasi, R. and Gallieni, D.}, title = {Progress of the MMT adaptive optics program}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 4494}, pages = {11–18}, month = {29 July–3 August 2001}, note = {READY}, DOI = {10.1117/12.454789}, url = {https://doi.org/10.1117/12.454789}, year = {2002}, type = {Conference Paper} } @article{2070, author = {Williams, C. A. and Collatz, G. J. and Masek, J.G. and Goward, S. N.}, title = {Carbon consequences of forest disturbance and recovery across the conterminous United States}, journal = {Global Biogeochemical Cycles}, volume = {26}, number = {1}, DOI = {10.1029/2010GB003947}, url = {https://doi.org/10.1029/2010GB003947}, year = {2012}, type = {Journal Article} } @article{2049, author = {Williams, C. A. and Collatz, G. J. and Masek, J.G. and Huang, C. and Goward, S. N.}, title = {Impacts of disturbance history on forest carbon stocks and fluxes—Merging satellite disturbance mapping with forest inventory data in a carbon cycle model framework}, journal = {Remote Sensing of Environment}, volume = {151}, pages = {57–71}, DOI = {10.1016/j.rse.2013.10.034}, url = {https://doi.org/10.1016/j.rse.2013.10.034}, year = {2014}, type = {Journal Article} } @article{9144, author = {Williams, C. A. and Gu, H. and MacLean, R. and Masek, J. G. and Collatz, G. J.}, title = {Disturbance and the carbon balance of US forests—A quantitative review of impacts from harvests, fires, insects, and droughts}, journal = {Global and Planetary Change}, volume = {143}, pages = {66–80}, DOI = {10.1016/j.gloplacha.2016.06.002}, url = {https://doi.org/10.1016/j.gloplacha.2016.06.002}, year = {2016}, type = {Journal Article} } @misc{2074, author = {Williams, D.L. and Brown, M. E. and Masek, J. G. and Tucker, C. J. and Jarvis, C.}, title = {A low-cost, small-sat mission concept to augment Landsat temporal repeat frequency}, publisher = {International Center for Remote Sensing of Environment}, volume = {Proceedings}, pages = {1–4}, month = {10–15 April 2011}, note = {READY}, DOI = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, url = {http://www.isprs.org/proceedings/2011/ISRSE-34/}, year = {2011}, type = {Conference Paper} } @article{2704, author = {Williams, D.L. and Goward, S.N. and Arvidson, T.}, title = {Landsat—Yesterday, today, and tomorrow}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {10}, pages = {1171–1178}, DOI = {10.14358/PERS.72.10.1171}, url = {https://doi.org/10.14358/PERS.72.10.1171}, year = {2006}, type = {Journal Article} } @misc{2715, author = {Williams, D.L. and Irons, J. R. and Barker, J. L. and Markham, B. L. and Pedelty, J. A.}, title = {Landsat 7—Maintaining Landsat data continuity into the 21st century}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {256–258}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.702870}, url = {https://doi.org/10.1109/IGARSS.1998.702870}, year = {1998}, type = {Conference Paper} } @misc{2119, author = {Williams, D.L. and Irons, J.R. and Goward, S.N. and Masek, J.G.}, title = {The first four years of the Landsat 7 mission—A review}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {251–251}, month = {21–25 July 2003}, note = {READY}, DOI = {10.1109/IGARSS.2003.1293740}, url = {https://doi.org/10.1109/IGARSS.2003.1293740}, year = {2003}, type = {Conference Paper} } @misc{2125, author = {Williams, D.L. and Irons, J. R. and Masek, J. G. and Goward, S. N.}, title = {Systematic Earth observation—Significant progress as we enter the 21st century with Landsat 7}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {540–542}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976215}, url = {https://doi.org/10.1109/IGARSS.2001.976215}, year = {2001}, type = {Conference Paper} } @misc{5534, author = {Williams, I. and Moran, M. S.}, title = {TPS data collection and data mining}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {155–160}, month = {14–17 September 2009}, note = {READY}, DOI = {10.1109/AUTEST.2009.5314049}, url = {https://doi.org/10.1109/AUTEST.2009.5314049}, year = {2009}, type = {Conference Paper} } @article{8792, author = {Williams, I. and Moran, M. S.}, title = {Test program set data collection and data mining}, journal = {IEEE Instrumentation and Measurement Magazine}, volume = {13}, number = {4}, pages = {34–40}, DOI = {10.1109/MIM.2010.5521865}, url = {https://doi.org/10.1109/MIM.2010.5521865}, year = {2010}, type = {Journal Article} } @article{11514, author = {Williams, J. W. and Burke, K. D. and Crossley, M. S. and Grant, D. A. and Radeloff, V. C.}, title = {Land-use and climatic causes of environmental novelty in Wisconsin since 1890}, journal = {Ecological Applications}, volume = {29}, number = {7}, DOI = {10.1002/eap.1955}, url = {https://doi.org/10.1002/eap.1955}, year = {2019}, type = {Journal Article} } @article{12158, author = {Williams, P. T. and Wynne, R. H. and Thomas, V. A. and DeFries, R.}, title = {Mapping smallholder forest plantations in Andhra Pradesh, India using multitemporal harmonized Landsat sentinel-2 S10 data}, journal = {Land Degradation and Development}, volume = {32}, number = {15}, pages = {4212–4226}, DOI = {10.1002/ldr.4027}, url = {https://doi.org/10.1002/ldr.4027}, year = {2021}, type = {Journal Article} } @article{2904, author = {Wilson, M. J. and Oreopoulos, L.}, title = {Enhancing a simple MODIS cloud mask algorithm for the Landsat data continuity mission}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {51}, number = {2}, pages = {723–731}, DOI = {10.1109/TGRS.2012.2203823}, url = {https://doi.org/10.1109/TGRS.2012.2203823}, year = {2013}, type = {Journal Article} } @article{202, author = {Wilson, T. B. and Meyers, T. P. and Kochendorfer, J. and Anderson, M. C. and Heuer, M.}, title = {The effect of soil surface litter residue on energy and carbon fluxes in a deciduous forest}, journal = {Agricultural and Forest Meteorology}, volume = {161}, pages = {134–147}, DOI = {10.1016/j.agrformet.2012.03.013}, url = {https://doi.org/10.1016/j.agrformet.2012.03.013}, year = {2012}, type = {Journal Article} } @article{11871, author = {Wilson, T. G. and Kustas, W. P. and Alfieri, J. G. and Anderson, M. C. and Gao, F. and Prueger, J. H. and McKee, L. G. and Alsina, M. M. and Sanchez, L. A. and Alstad, K. P.}, title = {Relationships between soil water content, evapotranspiration, and irrigation measurements in a California drip-irrigated Pinot noir vineyard}, journal = {Agricultural Water Management}, volume = {237}, DOI = {10.1016/j.agwat.2020.106186}, url = {https://doi.org/10.1016/j.agwat.2020.106186}, year = {2020}, type = {Journal Article} } @article{3674, author = {Wilusz, D. C. and Zaitchik, B. F. and Anderson, M. C. and Hain, C. R. and Yilmaz, M. T. and Mladenova, I. E.}, title = {Monthly flooded area classification using low resolution SAR imagery in the Sudd wetland from 2007 to 2011}, journal = {Remote Sensing of Environment}, volume = {194}, pages = {205–218}, DOI = {10.1016/j.rse.2017.03.005}, url = {https://doi.org/10.1016/j.rse.2017.03.005}, year = {2017}, type = {Journal Article} } @article{2601, author = {Winberry, J. P. and Anandakrishnan, S. and Alley, R. B. and Bindschadler, R. A. and King, M. A.}, title = {Basal mechanics of ice streams—Insights from the stick-slip motion of Whillans Ice Stream, West Antarctica}, journal = {Journal of Geophysical Research Earth Surface}, volume = {114}, number = {1}, DOI = {10.1029/2008JF001035}, url = {https://doi.org/10.1029/2008JF001035}, year = {2009}, type = {Journal Article} } @article{201, author = {Wing, B. M. and Ritchie, M. W. and Boston, K. and Cohen, W. B. and Gitelman, A. and Olsen, M. J.}, title = {Prediction of understory vegetation cover with airborne lidar in an interior ponderosa pine forest}, journal = {Remote Sensing of Environment}, volume = {124}, pages = {730–741}, DOI = {10.1016/j.rse.2012.06.024}, url = {https://doi.org/10.1016/j.rse.2012.06.024}, year = {2012}, type = {Journal Article} } @article{3281, author = {Wing, B. M. and Ritchie, M. W. and Boston, K. and Cohen, W. B. and Olsen, M. J.}, title = {Individual snag detection using neighborhood attribute filtered airborne lidar data}, journal = {Remote Sensing of Environment}, volume = {163}, pages = {165–179}, DOI = {10.1016/j.rse.2015.03.013}, url = {https://doi.org/10.1016/j.rse.2015.03.013}, year = {2015}, type = {Journal Article} } @article{1120, author = {Winn, M. F. and Wynne, R. H. and Araman, P. A.}, title = {ALOG—A spreadsheet-based program for generating artificial logs}, journal = {Forest Products Journal}, volume = {54}, number = {1}, pages = {62–66}, DOI = {https://www.fs.usda.gov/treesearch/pubs/6217}, url = {https://www.fs.usda.gov/treesearch/pubs/6217}, year = {2004}, type = {Journal Article} } @inbook{4569, author = {Winther, J. G. and Bindschadler, R.A. and König, M. and Scherer, D.}, title = {Remote sensing of glaciers and ice sheets}, booktitle = {Remote sensing in northern hydrology—Measuring environmental change, v. 163}, editor = {Duguay, C.R. and Pietroniro, A.}, connective phrase = {Remote sensing of glaciers and ice sheets}, publisher = {American Geophysical Union}, place published = {Washington, D.C.}, pages = {39–61}, DOI = {10.1029/163GM04}, url = {https://doi.org/10.1029/163GM04}, year = {2005}, type = {Book Section} } @article{12301, author = {Witt, C. and Davis, R. J. and Yang, Z. and Ganey, J. L. and Gutiérrez, R. J. and Healey, S. and Hedwall, S. and Hoagland, S. and Maes, R. and Malcolm, K. and Sanderlin, J. and Seamans, M. and Jones, G. M.}, title = {Linking robust spatiotemporal datasets to assess and monitor habitat attributes of a threatened species}, journal = {PLoS ONE}, volume = {17}, number = {3}, abstract = {Accessibility of multispectral, multitemporal imagery combined with recent advances in cloud computing and machine learning approaches have enhanced our ability to model habitat characteristics across broad spatial and temporal scales. We integrated a large dataset of known nest and roost sites of a threatened species, the Mexican spotted owl (Strix occidentalis lucida), in the southwestern USA with Landsat imagery processed using the Continuous Change Detection and Classification (CCDC) time series algorithm on Google Earth Engine. We then used maximum entropy modeling (Maxent) to classify the landscape into four ‘spectral similarity’ classes that reflected the degree to which 30-m pixels contained a multispectral signature similar to that found at known owl nest/roost sites and mapped spectral similarity classes from 1986–2020. For map interpretation, we used nationally consistent forest inventory data to evaluate the structural and compositional characteristics of each spectral similarity class. We found a monotonic increase of structural characteristics typically associated with owl nesting and roosting over classes of increasing similarity, with the ‘very similar’ class meeting or exceeding published minimum desired management conditions for owl nesting and roosting. We also found an increased rate of loss of forest vegetation typical of owl nesting and roosting since the beginning of the 21st century that can be partly attributed to increased frequency and extent of large (400 ha) wildfires. This loss resulted in a 38% reduction over the 35-year study period in forest vegetation most similar to that used for owl nesting and roosting. Our modelling approach using cloud computing with time series of Landsat imagery provided a cost-effective tool for landscape-scale, multidecadal monitoring of vegetative components of a threatened species’ habitat. Our approach © 2022 Public Library of Science. All rights reserved.}, DOI = {10.1371/journal.pone.0265175}, url = {https://doi.org/10.1371/journal.pone.0265175}, year = {2022}, type = {Journal Article} } @misc{10168, author = {Wolfe, Jason and Hybl, Tracy Thrasher and Scambos, T.A.}, title = {Polar ice sheet DEMs and topographic data available from the National Snow and Ice Data Center}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {506–508}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.861611}, url = {https://doi.org/10.1109/IGARSS.2000.861611}, year = {2000}, type = {Conference Paper} } @misc{2115, author = {Wolfe, R. and Masek, J.G. and Saleous, N. and Hall, F.}, title = {LEDAPS—Mapping North American disturbance from the Landsat record}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1–4}, month = {20–24 September 2004}, note = {READY}, DOI = {10.1109/IGARSS.2004.1368929}, url = {https://doi.org/10.1109/IGARSS.2004.1368929}, year = {2004}, type = {Conference Paper} } @misc{4872, author = {Wolfe, R. E. and Esaias, W. and Lyapustin, A.I. and Xiong, X.}, title = {MODIS solar diffuser earthshine modeling and analysis}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6296}, month = {14–16 August 2006}, note = {READY}, DOI = {10.1117/12.681100}, url = {https://doi.org/10.1117/12.681100}, year = {2006}, type = {Conference Paper} } @article{1202, author = {Wolfe, R. E. and Nishihama, M. and Fleig, A. J. and Kuyper, J. A. and Roy, D. P. and Storey, J. C. and Patt, F. S.}, title = {Achieving sub-pixel geolocation accuracy in support of MODIS land science}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {31–49}, DOI = {10.1016/S0034-4257(02)00085-8}, url = {https://doi.org/10.1016/S0034-4257(02)00085-8}, year = {2002}, type = {Journal Article} } @misc{10210, author = {Wolfe, Robert E. and Nishihama, Masahiro and Fleig, Albert J. and Roy, David P.}, title = {MODIS operational geolocation error analysis and reduction methodology}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {449–451}, month = {28 June–2 July 1999}, note = {READY}, DOI = {10.1109/IGARSS.1999.773529}, url = {https://doi.org/10.1109/IGARSS.1999.773529}, year = {1999}, type = {Conference Paper} } @misc{10177, author = {Wolfe, Robert E. and Nishihama, Masahiro and Fleig, Albert J. and Unger, Joshua M. and Roy, David P.}, title = {MODIS operational geolocation error analysis and reduction early results}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2065–2067}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.858273}, url = {https://doi.org/10.1109/IGARSS.2000.858273}, year = {2000}, type = {Conference Paper} } @article{1421, author = {Wolfe, R. 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E.}, title = {Operational mapping of the land cover of the forested area of Canada with Landsat data—EOSD land cover program}, journal = {Forestry Chronicle}, volume = {79}, number = {6}, pages = {1075–1083}, DOI = {10.5558/tfc791075-6}, url = {https://doi.org/10.5558/tfc791075-6}, year = {2003}, type = {Journal Article} } @article{922, author = {Wulder, M. A. and Dymond, C. C. and White, J. C. and Leckie, D. G. and Carroll, A. L.}, title = {Surveying mountain pine beetle damage of forests—A review of remote sensing opportunities}, journal = {Forest Ecology and Management}, volume = {221}, number = {1-3}, pages = {27–41}, DOI = {10.1016/j.foreco.2005.09.021}, url = {https://doi.org/10.1016/j.foreco.2005.09.021}, year = {2006}, type = {Journal Article} } @misc{10138, author = {Wulder, M.A. and Fournier, R. and Luther, J. and Magnussen, S.}, title = {Spatially-explicit landscape level biomass estimation—Issues and an approach for areas where ground data is lacking}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2233–2235}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.977959}, url = {https://doi.org/10.1109/IGARSS.2001.977959}, year = {2001}, type = {Conference Paper} } @article{1281, author = {Wulder, M. A. and Franklin, S. E.}, title = {Polygon decomposition with remotely sensed data—Rationale methods and applications}, journal = {Geomatica}, volume = {55}, number = {1}, pages = {11–21}, DOI = {10.5623/geomat-2001-0003}, url = {https://doi.org/10.5623/geomat-2001-0003}, year = {2001}, type = {Journal Article} } @misc{10098, author = {Wulder, M.A. and Franklin, S. E.}, title = {Spatial and spectral variability due to Landsat image acquisition date—The impact on image classification}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {889–892}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1025719}, url = {https://doi.org/10.1109/IGARSS.2002.1025719}, year = {2002}, type = {Conference Paper} } @article{10522, author = {Wulder, M. A. and Franklin, S. E. and Lavigne, M. B.}, title = {High Spatial Resolution Optical Image Texture for Improved Estimation of Forest Stand Leaf Area Index}, journal = {Canadian Journal of Remote Sensing}, volume = {22}, number = {4}, pages = {441–449}, DOI = {10.1080/07038992.1996.10874668}, url = {https://doi.org/10.1080/07038992.1996.10874668}, year = {1996}, type = {Journal Article} } @article{1034, author = {Wulder, M. A. and Franklin, S. E. and White, J. C.}, title = {Sensitivity of hyperclustering and labelling land cover classes to Landsat image acquisition date}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {23}, pages = {5337–5344}, DOI = {10.1080/0143116042000192385}, url = {https://doi.org/10.1080/0143116042000192385}, year = {2004}, type = {Journal Article} } @article{10633, author = {Wulder, M. A. and Franklin, S. E. and White, J. C. and Cranny, M. M. and Dechka, J. A.}, title = {Erratum—Inclusion of topographic variables in an unsupervised classification of satellite imagery (Canadian Journal of Remote Sensing (2004) 30:2 (137-149))}, journal = {Canadian Journal of Remote Sensing}, volume = {30}, number = {6}, pages = {943–943}, DOI = {10.5589/m04-064}, url = {https://doi.org/10.5589/m04-064}, year = {2004}, type = {Journal Article} } @article{10628, author = {Wulder, M. A. and Franklin, S. E. and White, J. C. and Cranny, M. M. and Dechka, J. A.}, title = {Inclusion of topographic variables in an unsupervised classification of satellite imagery}, journal = {Canadian Journal of Remote Sensing}, volume = {30}, number = {2}, pages = {137–149}, DOI = {10.5589/m03-063}, url = {https://doi.org/10.5589/m03-063}, year = {2004}, type = {Journal Article} } @article{920, author = {Wulder, M. A. and Franklin, S. E. and White, J. C. and Linke, J. and Magnussen, S.}, title = {An accuracy assessment framework for large-area land cover classification products derived from medium-resolution satellite data}, journal = {International Journal of Remote Sensing}, volume = {27}, number = {4}, pages = {663–683}, DOI = {10.1080/01431160500185284}, url = {https://doi.org/10.1080/01431160500185284}, year = {2006}, type = {Journal Article} } @article{10592, author = {Wulder, M. A. and Hall, R. J. and Coops, N. C. and Franklin, S. E.}, title = {High spatial resolution remotely sensed data for ecosystem characterization}, journal = {BioScience}, volume = {54}, number = {6}, pages = {511–521}, DOI = {10.1641/0006-3568(2004)054[0511:HSRRSD]2.0.CO;2}, url = {https://doi.org/10.1641/0006-3568(2004)054[0511:HSRRSD]2.0.CO;2}, year = {2004}, type = {Journal Article} } @article{772, author = {Wulder, M. A. and Han, T. and White, J. C. and Butson, C. R. and Hall, R. J.}, title = {An approach for edge matching large-area satellite image classifications}, journal = {Canadian Journal of Remote Sensing}, volume = {33}, number = {1-4}, pages = {266–277}, DOI = {10.5589/m07-035}, url = {https://doi.org/10.5589/m07-035}, year = {2007}, type = {Journal Article} } @article{781, author = {Wulder, M. A. and Han, T. and White, J. C. and Sweda, T. and Tsuzuki, H.}, title = {Integrating profiling LIDAR with Landsat data for regional boreal forest canopy attribute estimation and change characterization}, journal = {Remote Sensing of Environment}, volume = {110}, number = {1}, pages = {123–137}, DOI = {10.1016/j.rse.2007.02.002}, url = {https://doi.org/10.1016/j.rse.2007.02.002}, year = {2007}, type = {Journal Article} } @article{12055, author = {Wulder, M. A. and Hermosilla, T. and White, J. C. and Coops, N. C.}, title = {Biomass status and dynamics over Canada's forests—Disentangling disturbed area from associated aboveground biomass consequences}, journal = {Environmental Research Letters}, volume = {15}, number = {9}, DOI = {10.1088/1748-9326/ab8b11}, url = {https://doi.org/10.1088/1748-9326/ab8b11}, year = {2020}, type = {Journal Article} } @article{3363, author = {Wulder, M. A. and Hilker, T. and White, J. C. and Coops, N. C. and Masek, J. G. and Pflugmacher, D. and Crevier, Y.}, title = {Virtual constellations for global terrestrial monitoring}, journal = {Remote Sensing of Environment}, volume = {170}, pages = {62–76}, DOI = {10.1016/j.rse.2015.09.001}, url = {https://doi.org/10.1016/j.rse.2015.09.001}, year = {2015}, type = {Journal Article} } @article{1108, author = {Wulder, M. A. and Kurz, W. A. and Gillis, M.}, title = {National level forest monitoring and modeling in Canada}, journal = {Progress in Planning}, volume = {61}, number = {4}, pages = {365–381}, DOI = {10.1016/S0305-9006(03)00069-2}, url = {https://doi.org/10.1016/S0305-9006(03)00069-2}, year = {2004}, type = {Journal Article} } @article{1437, author = {Wulder, M. A. and LeDrew, E. F. and Franklin, S. E. and Lavigne, M. B.}, title = {Aerial image texture information in the estimation of northern deciduous and mixed wood forest leaf area index (LAI)}, journal = {Remote Sensing of Environment}, volume = {64}, number = {1}, pages = {64–76}, DOI = {10.1016/S0034-4257(97)00169-7}, url = {https://doi.org/10.1016/S0034-4257(97)00169-7}, year = {1998}, type = {Journal Article} } @article{10715, author = {Wulder, M. A. and Li, Z. and Campbell, E. M. and White, J. C. and Hobart, G. and Hermosilla, T. and Coops, N. C.}, title = {A national assessment ofwetland status and trends for Canada's forested ecosystems using 33 years of earth observation satellite data}, journal = {Remote Sensing}, volume = {10}, number = {10}, DOI = {10.3390/rs10101623}, url = {https://doi.org/10.3390/rs10101623}, year = {2018}, type = {Journal Article} } @article{10622, author = {Wulder, M.A. and Loubier, E. and Richardson, D.}, title = {Landsat-7 ETM+ orthoimage coverage of Canada}, journal = {Canadian Journal of Remote Sensing}, volume = {28}, number = {5}, pages = {667–671}, DOI = {10.5589/m02-065}, url = {https://doi.org/10.5589/m02-065}, year = {2002}, type = {Journal Article} } @article{11045, author = {Wulder, Michael A. and Loveland, Thomas R. and Roy, David P. and Crawford, Christopher J. and Masek, Jeffrey G. and Woodcock, Curtis E. and Allen, R.G. and Anderson, Martha C. and Belward, Alan S. and Cohen, Warren B. and Dwyer, John and Erb, Angela and Gao, Feng and Griffiths, Patrick and Helder, Dennis and Hermosilla, Txomin and Hipple, James D. and Hostert, Patrick and Hughes, M. Joseph and Huntington, Justin and Johnson, David M. and Kennedy, Robert and Kilic, Ayse and Li, Zhan and Lymburner, Leo and McCorkel, Joel and Pahlevan, Nima and Scambos, Theodore A. and Schaaf, Crystal and Schott, John R. and Sheng, Yongwei and Storey, James and Vermote, Eric and Vogelmann, James and White, Joanne C. and Wynne, Randolph H. and Zhu, Zhe}, title = {Current status of Landsat program, science, and applications}, journal = {Remote Sensing of Environment}, volume = {225}, pages = {127–147}, DOI = {10.1016/j.rse.2019.02.015}, url = {https://doi.org/10.1016/j.rse.2019.02.015}, year = {2019}, type = {Journal Article} } @article{224, author = {Wulder, M. A. and Masek, J. G.}, title = {Preface to Landsat Legacy Special Issue—Continuing the Landsat Legacy}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {1–1}, DOI = {10.1016/j.rse.2012.01.009}, url = {https://doi.org/10.1016/j.rse.2012.01.009}, year = {2012}, type = {Journal Article} } @article{223, author = {Wulder, M. A. and Masek, J. G. and Cohen, W. B. and Loveland, T. R. and Woodcock, C. E.}, title = {Opening the archive—How free data has enabled the science and monitoring promise of Landsat}, journal = {Remote Sensing of Environment}, volume = {122}, pages = {2–10}, DOI = {10.1016/j.rse.2012.01.010}, url = {https://doi.org/10.1016/j.rse.2012.01.010}, year = {2012}, type = {Journal Article} } @misc{10148, author = {Wulder, M.A. and Nelson, T. and Niemann, K. O. and Seemann, D. and Goodenough, D. G. and Dyk, A. and Bhogal, A. S.}, title = {Individual tree recognition from multiple high spatial resolution image sources}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {771–773}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.976631}, url = {https://doi.org/10.1109/IGARSS.2001.976631}, year = {2001}, type = {Conference Paper} } @article{813, author = {Wulder, M. A. and Nelson, T. A. and Derksen, C. and Seemann, D.}, title = {Snow cover variability across central Canada (1978-2002) derived from satellite passive microwave data}, journal = {Climatic Change}, volume = {82}, number = {1-2}, pages = {113–130}, DOI = {10.1007/s10584-006-9148-9}, url = {https://doi.org/10.1007/s10584-006-9148-9}, year = {2007}, type = {Journal Article} } @article{787, author = {Wulder, M. A. and Nelson, T. A. and Seemann, D.}, title = {Using spatial pattern to quantify relationship between samples, surroundings, and populations}, journal = {Environmental Monitoring and Assessment}, volume = {131}, number = {1-3}, pages = {221–230}, DOI = {10.1007/s10661-006-9470-8}, url = {https://doi.org/10.1007/s10661-006-9470-8}, year = {2007}, type = {Journal Article} } @article{1347, author = {Wulder, M.A. and Niemann, K. O. and Goodenough, D. G.}, title = {Local maximum filtering for the extraction of tree locations and basal area from high spatial resolution imagery}, journal = {Remote Sensing of Environment}, volume = {73}, number = {1}, pages = {103–114}, DOI = {10.1016/S0034-4257(00)00101-2}, url = {https://doi.org/10.1016/S0034-4257(00)00101-2}, year = {2000}, type = {Journal Article} } @article{10620, author = {Wulder, M.A. and Niemann, K. O. and Goodenough, D. G.}, title = {Error reduction methods for local maximum filtering of high spatial resolution imagery for locating trees}, journal = {Canadian Journal of Remote Sensing}, volume = {28}, number = {5}, pages = {621–628}, DOI = {10.5589/m02-059}, url = {https://doi.org/10.5589/m02-059}, year = {2002}, type = {Journal Article} } @article{10077, author = {Wulder, M. A. and Norman, P. and Witte, C.}, title = {Special Issue, Lidar remote sensing of forest structure and terrain—Preface}, journal = {Canadian Journal of Remote Sensing}, volume = {29}, number = {5}, pages = {ii–iii}, DOI = {10.5589/m02-914}, url = {https://doi.org/10.5589/m02-914}, year = {2003}, type = {Journal Article} } @article{9109, author = {Wulder, M. A. and Ortlepp, S. M. and White, J. C. and Coops, N. C.}, title = {Impact of sun-surface-sensor geometry upon multitemporal high spatial resolution satellite imagery}, journal = {Canadian Journal of Remote Sensing}, volume = {34}, number = {5}, pages = {455–461}, DOI = {10.5589/m08-062}, url = {https://doi.org/10.5589/m08-062}, year = {2008}, type = {Journal Article} } @article{712, author = {Wulder, M. A. and Ortlepp, S. M. and White, J. C. and Coops, N. C. and Coggins, S. B.}, title = {Monitoring tree-level insect population dynamics with multi-scale and multi-source remote sensing}, journal = {Journal of Spatial Science}, volume = {53}, number = {1}, pages = {49–61}, DOI = {10.1080/14498596.2008.9635135}, url = {https://doi.org/10.1080/14498596.2008.9635135}, year = {2008}, type = {Journal Article} } @article{571, author = {Wulder, M. A. and Ortlepp, S. M. and White, J. C. and Coops, N. C. and Coggins, S. B.}, title = {Monitoring the impacts of mountain pine beetle mitigation}, journal = {Forest Ecology and Management}, volume = {258}, number = {7}, pages = {1181–1187}, DOI = {10.1016/j.foreco.2009.06.008}, url = {https://doi.org/10.1016/j.foreco.2009.06.008}, year = {2009}, type = {Journal Article} } @article{687, author = {Wulder, M. A. and Ortlepp, S. M. and White, J. C. and Maxwell, S.K.}, title = {Evaluation of Landsat-7 SLC-off image products for forest change detection}, journal = {Canadian Journal of Remote Sensing}, volume = {34}, number = {1-2}, pages = {93–99}, DOI = {10.5589/m08-020}, url = {https://doi.org/10.5589/m08-020}, year = {2008}, type = {Journal Article} } @article{500, author = {Wulder, M. A. and Ortlepp, S. M. and White, J. C. and Nelson, T. and Coops, N. C.}, title = {A provincial and regional assessment of the mountain pine beetle epidemic in British Columbia—1999-2008}, journal = {Journal of Environmental Informatics}, volume = {15}, number = {1}, pages = {1–13}, DOI = {10.3808/jei.201000161}, url = {https://doi.org/10.3808/jei.201000161}, year = {2010}, type = {Journal Article} } @article{12332, author = {Wulder, M. A. and Roy, D. P. and Radeloff, V. C. and Loveland, T. R. and Anderson, M. C. and Johnson, D. M. and Healey, S. and Zhu, Zhe and Scambos, T. A. and Pahlevan, N. and Hansen, M. and Gorelick, N. and Crawford, C. J. and Masek, J. G. and Hermosilla, T. and White, J. C. and Belward, A. S. and Schaaf, C. and Woodcock, C. E. and Huntington, J. L. and Lymburner, L. and Hostert, P. and Gao, F. and Lyapustin, A. and Pekel, J. F. and Strobl, P. and Cook, B. D.}, title = {Fifty years of Landsat science and impacts}, journal = {Remote Sensing of Environment}, volume = {280}, abstract = {Since 1972, the Landsat program has been continually monitoring the Earth, to now provide 50 years of digital, multispectral, medium spatial resolution observations. Over this time, Landsat data were crucial for many scientific and technical advances. Prior to the Landsat program, detailed, synoptic depictions of the Earth's surface were rare, and the ability to acquire and work with large datasets was limited. The early years of the Landsat program delivered a series of technological breakthroughs, pioneering new methods, and demonstrating the ability and capacity of digital satellite imagery, creating a template for other global Earth observation missions and programs. Innovations driven by the Landsat program have paved the way for subsequent science, application, and policy support activities. The economic and scientific value of the knowledge gained through the Landsat program has been long recognized, and despite periods of funding uncertainty, has resulted in the program's 50 years of continuity, as well as substantive and ongoing improvements to payload and mission performance. Free and open access to Landsat data, enacted in 2008, was unprecedented for medium spatial resolution Earth observation data and substantially increased usage and led to a proliferation of science and application opportunities. Here, we highlight key developments over the past 50 years of the Landsat program that have influenced and changed our scientific understanding of the Earth system. Major scientific and programmatic impacts have been realized in the areas of agricultural crop mapping and water use, climate change drivers and impacts, ecosystems and land cover monitoring, and mapping the changing human footprint. The introduction of Landsat collection processing, coupled with the free and open data policy, facilitated a transition in Landsat data usage away from single images and towards time series analyses over large areas and has fostered the widespread use of science-grade data. The launch of Landsat-9 on September 27, 2021, and the advanced planning of its successor mission, Landsat-Next, underscore the sustained institutional support for the program. Such support and commitment to continuity is recognition of both the historic impact the program, and the future potential to build upon Landsat's remarkable 50-year legacy. © 2022}, DOI = {10.1016/j.rse.2022.113195}, url = {https://doi.org/10.1016/j.rse.2022.113195}, year = {2022}, type = {Journal Article} } @article{10530, author = {Wulder, M.A. and Seemann, D.}, title = {Spatially partitioning Canada with the Landsat worldwide referencing system}, journal = {Canadian Journal of Remote Sensing}, volume = {27}, number = {3}, pages = {225–231}, DOI = {10.1080/07038992.2001.10854939}, url = {https://doi.org/10.1080/07038992.2001.10854939}, year = {2001}, type = {Journal Article} } @article{10627, author = {Wulder, M. A. and Seemann, D.}, title = {Forest inventory height update through the integration of lidar data with segmented Landsat imagery}, journal = {Canadian Journal of Remote Sensing}, volume = {29}, number = {5}, pages = {536–543}, DOI = {10.5589/m03-032}, url = {https://doi.org/10.5589/m03-032}, year = {2003}, type = {Journal Article} } @article{937, author = {Wulder, M. A. and Skakun, R. S. and Dymond, C. C. and Kurz, W. A. and White, J. C.}, title = {Characterization of the diminishing accuracy in detecting forest insect damage over time}, journal = {Canadian Journal of Remote Sensing}, volume = {31}, number = {6}, pages = {421–431}, DOI = {10.5589/m05-026}, url = {https://doi.org/10.5589/m05-026}, year = {2005}, type = {Journal Article} } @article{1021, author = {Wulder, M. A. and Skakun, R. S. and Franklin, S. E. and White, J. C.}, title = {Enhancing forest inventories with mountain pine beetle infestation information}, journal = {Forestry Chronicle}, volume = {81}, number = {1}, pages = {149–159}, DOI = {10.5558/tfc81149-1}, url = {https://doi.org/10.5558/tfc81149-1}, year = {2005}, type = {Journal Article} } @article{1066, author = {Wulder, M. A. and Skakun, R. S. and Kurz, W. A. and White, J. C.}, title = {Estimating time since forest harvest using segmented Landsat ETM+ imagery}, journal = {Remote Sensing of Environment}, volume = {93}, number = {1–2}, pages = {179–187}, DOI = {10.1016/j.rse.2004.07.009}, url = {https://doi.org/10.1016/j.rse.2004.07.009}, year = {2004}, type = {Journal Article} } @article{541, author = {Wulder, M. A. and Stewart, B. P. and Andrew, M. E. and Smulders, M. and Nelson, T. and Coops, N. C. and Stenhouse, G. B.}, title = {Remote sensing derived edge location, magnitude, and class transitions for ecological studies}, journal = {Canadian Journal of Remote Sensing}, volume = {35}, number = {6}, pages = {509–522}, DOI = {10.5589/m10-007}, url = {https://doi.org/10.5589/m10-007}, year = {2009}, type = {Journal Article} } @article{585, author = {Wulder, M. A. and White, J. C. and Alvarez, F. and Han, T. and Rogan, J. and Hawkes, B.}, title = {Characterizing boreal forest wildfire with multi-temporal Landsat and LIDAR data}, journal = {Remote Sensing of Environment}, volume = {113}, number = {7}, pages = {1540–1555}, DOI = {10.1016/j.rse.2009.03.004}, url = {https://doi.org/10.1016/j.rse.2009.03.004}, year = {2009}, type = {Journal Article} } @article{565, author = {Wulder, M. A. and White, J. C. and Andrew, M. E. and Seitz, N. E. and Coops, N. C.}, title = {Forest fragmentation, structure, and age characteristics as a legacy of forest management}, journal = {Forest Ecology and Management}, volume = {258}, number = {9}, pages = {1938–1949}, DOI = {10.1016/j.foreco.2009.07.041}, url = {https://doi.org/10.1016/j.foreco.2009.07.041}, year = {2009}, type = {Journal Article} } @article{184, author = {Wulder, M. A. and White, J. C. and Bater, C. W. and Coops, N. C. and Hopkinson, C. and Chen, G.}, title = {Lidar plots - a new large-area data collection option—Context, concepts, and case study}, journal = {Canadian Journal of Remote Sensing}, volume = {38}, number = {5}, pages = {600–618}, DOI = {10.5589/m12-049}, url = {https://doi.org/10.5589/m12-049}, year = {2012}, type = {Journal Article} } @article{908, author = {Wulder, M. A. and White, J. C. and Bentz, B. and Alvarez, M. F. and Coops, N. C.}, title = {Estimating the probability of mountain pine beetle red-attack damage}, journal = {Remote Sensing of Environment}, volume = {101}, number = {2}, pages = {150–166}, DOI = {10.1016/j.rse.2005.12.010}, url = {https://doi.org/10.1016/j.rse.2005.12.010}, year = {2006}, type = {Journal Article} } @article{915, author = {Wulder, M. A. and White, J. C. and Bentz, B. J. and Ebata, T.}, title = {Augmenting the existing survey hierarchy for mountain pine beetle red-attack damage with satellite remotely sensed data1}, journal = {Forestry Chronicle}, volume = {82}, number = {2}, pages = {187–202}, DOI = {10.5558/tfc82187-2}, url = {https://doi.org/10.5558/tfc82187-2}, year = {2006}, type = {Journal Article} } @article{615, author = {Wulder, M. A. and White, J. C. and Carroll, A. L. and Coops, N. C.}, title = {Challenges for the operational detection of mountain pine beetle green attack with remote sensing}, journal = {Forestry Chronicle}, volume = {85}, number = {1}, pages = {32–38}, DOI = {10.5558/tfc85032-1}, url = {https://doi.org/10.5558/tfc85032-1}, year = {2009}, type = {Journal Article} } @article{344, author = {Wulder, M. A. and White, J. C. and Coops, N. C.}, title = {Fragmentation regimes of Canada's forests}, journal = {Canadian Geographer}, volume = {55}, number = {3}, pages = {288–300}, DOI = {10.1111/j.1541-0064.2010.00335.x}, url = {https://doi.org/10.1111/j.1541-0064.2010.00335.x}, year = {2011}, type = {Journal Article} } @article{705, author = {Wulder, M. A. and White, J. C. and Coops, N. C. and Butson, C. R.}, title = {Multi-temporal analysis of high spatial resolution imagery for disturbance monitoring}, journal = {Remote Sensing of Environment}, volume = {112}, number = {6}, pages = {2729–2740}, DOI = {10.1016/j.rse.2008.01.010}, url = {https://doi.org/10.1016/j.rse.2008.01.010}, year = {2008}, type = {Journal Article} } @article{750, author = {Wulder, M. A. and White, J. C. and Coops, N. C. and Nelson, T. and Boots, B.}, title = {Using local spatial autocorrelation to compare outputs from a forest growth model}, journal = {Ecological Modelling}, volume = {209}, number = {2-4}, pages = {264–276}, DOI = {10.1016/j.ecolmodel.2007.06.033}, url = {https://doi.org/10.1016/j.ecolmodel.2007.06.033}, year = {2007}, type = {Journal Article} } @inbook{3373, author = {Wulder, M. A. and White, J. C. and Coops, N. C. and Ortlepp, S.}, title = {Remote sensing for studies of vegetation condition—Theory and application}, booktitle = {The SAGE handbook of remote sensing}, editor = {Warner, T.A. and Nellis, M.D. and Foody, G.M.}, connective phrase = {Remote sensing for studies of vegetation condition—Theory and application}, publisher = {SAGE}, place published = {Los Angeles, Calif.}, chapter = {chap. 25}, pages = {357–367}, DOI = {10.4135/9780857021052.n25}, url = {https://doi.org/10.4135/9780857021052.n25}, year = {2008}, type = {Book Section} } @article{653, author = {Wulder, M. A. and White, J. C. and Cranny, M. and Hall, R. J. and Luther, J. E. and Beaudoin, A. and Goodenough, D. G. and Dechka, J. A.}, title = {Monitoring Canada's forests. Part 1—Completion of the EOSD land cover project}, journal = {Canadian Journal of Remote Sensing}, volume = {34}, number = {6}, pages = {549–562}, DOI = {10.5589/m08-066}, url = {https://doi.org/10.5589/m08-066}, year = {2008}, type = {Journal Article} } @article{748, author = {Wulder, M. A. and White, J. C. and Fournier, R. A. and Luther, J. E. and Magnussen, S.}, title = {Spatially explicit large area biomass estimation—Three approaches using forest inventory and remotely sensed imagery in a GIS}, journal = {Sensors}, volume = {8}, number = {1}, pages = {529–560}, DOI = {10.3390/s8010529}, url = {https://doi.org/10.3390/s8010529}, year = {2008}, type = {Journal Article} } @article{448, author = {Wulder, M. A. and White, J. C. and Gillis, M. D. and Walsworth, N. and Hansen, M. C. and Potapov, P.}, title = {Multiscale satellite and spatial information and analysis framework in support of a large-area forest monitoring and inventory update}, journal = {Environmental Monitoring and Assessment}, volume = {170}, number = {1-4}, pages = {417–433}, DOI = {10.1007/s10661-009-1243-8}, url = {https://doi.org/10.1007/s10661-009-1243-8}, year = {2010}, type = {Journal Article} } @article{731, author = {Wulder, M. A. and White, J. C. and Goward, S. N. and Masek, J. G. and Irons, J. R. and Herold, M. and Cohen, W. B. and Loveland, T. R. and Woodcock, C. E.}, title = {Landsat continuity—Issues and opportunities for land cover monitoring}, journal = {Remote Sensing of Environment}, volume = {112}, number = {3}, pages = {955–969}, DOI = {10.1016/j.rse.2007.07.004}, url = {https://doi.org/10.1016/j.rse.2007.07.004}, year = {2008}, type = {Journal Article} } @article{654, author = {Wulder, M. A. and White, J. C. and Han, T. and Coops, N. C. and Cardille, J. A. and Holland, T. and Grills, D.}, title = {Monitoring Canada's forests. Part 2—National forest fragmentation and pattern}, journal = {Canadian Journal of Remote Sensing}, volume = {34}, number = {6}, pages = {563–584}, DOI = {10.5589/m08-081}, url = {https://doi.org/10.5589/m08-081}, year = {2008}, type = {Journal Article} } @inbook{5113, author = {Wulder, M. A. and White, J. C. and Hay, G. J. and Castilla, G.}, title = {Pixels to objects to information—Spatial context to aid in forest characterization with remote sensing}, booktitle = {Object-based image analysis}, editor = {Blaschke, T. and Lang, S. and Hay, G.J.}, connective phrase = {Pixels to objects to information—Spatial context to aid in forest characterization with remote sensing}, publisher = {Springer}, place published = {Berlin, Germany}, chapter = {chap. 3.5}, pages = {345–363}, DOI = {10.1007/978-3-540-77058-9_19}, url = {https://doi.org/10.1007/978-3-540-77058-9_19}, year = {2008}, type = {Book Section} } @article{740, author = {Wulder, M. A. and White, J. C. and Hay, G. J. and Castilla, G.}, title = {Towards automated segmentation of forest inventory polygons on high spatial resolution satellite imagery}, journal = {Forestry Chronicle}, volume = {84}, number = {2}, pages = {221–230}, DOI = {10.5558/tfc84221-2}, url = {https://doi.org/10.5558/tfc84221-2}, year = {2008}, type = {Journal Article} } @article{3386, author = {Wulder, M. A. and White, J. C. and Loveland, T. R. and Woodcock, C. E. and Belward, A. S. and Cohen, W. B. and Fosnight, E. A. and Shaw, J. and Masek, J. G. and Roy, D. P.}, title = {The global Landsat archive—Status, consolidation, and direction}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {271–283}, DOI = {10.1016/j.rse.2015.11.032}, url = {https://doi.org/10.1016/j.rse.2015.11.032}, year = {2016}, type = {Journal Article} } @article{873, author = {Wulder, M. A. and White, J. C. and Luther, J. E. and Strickland, G. and Remmel, T. K. and Mitchell, S. W.}, title = {Use of vector polygons for the accuracy assessment of pixel-based land cover maps}, journal = {Canadian Journal of Remote Sensing}, volume = {32}, number = {3}, pages = {268–279}, DOI = {10.5589/m06-023}, url = {https://doi.org/10.5589/m06-023}, year = {2006}, type = {Journal Article} } @article{826, author = {Wulder, M. A. and White, J. C. and Magnussen, S. and McDonald, S.}, title = {Validation of a large area land cover product using purpose-acquired airborne video}, journal = {Remote Sensing of Environment}, volume = {106}, number = {4}, pages = {480–491}, DOI = {10.1016/j.rse.2006.09.012}, url = {https://doi.org/10.1016/j.rse.2006.09.012}, year = {2007}, type = {Journal Article} } @article{397, author = {Wulder, M. A. and White, J. C. and Masek, J. G. and Dwyer, J.L. and Roy, D. P.}, title = {Continuity of Landsat observations—Short term considerations}, journal = {Remote Sensing of Environment}, volume = {115}, number = {2}, pages = {747–751}, DOI = {10.1016/j.rse.2010.11.002}, url = {https://doi.org/10.1016/j.rse.2010.11.002}, year = {2011}, type = {Journal Article} } @article{237, author = {Wulder, M. A. and White, J. C. and Nelson, R. F. and Næsset, E. and Ørka, H. O. and Coops, N. C. and Hilker, T. and Bater, C. W. and Gobakken, T.}, title = {Lidar sampling for large-area forest characterization—A review}, journal = {Remote Sensing of Environment}, volume = {121}, pages = {196–209}, DOI = {10.1016/j.rse.2012.02.001}, url = {https://doi.org/10.1016/j.rse.2012.02.001}, year = {2012}, type = {Journal Article} } @article{1093, author = {Wulder, M. A. and White, J. C. and Niemann, K. O. and Nelson, T.}, title = {Comparison of airborne and satellite high spatial resolution data for the identification of individual trees with local maxima filtering}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {11}, pages = {2225–2232}, DOI = {10.1080/01431160310001659252}, url = {https://doi.org/10.1080/01431160310001659252}, year = {2004}, type = {Journal Article} } @article{473, author = {Wulder, M. A. and White, J. C. and Stinson, G. and Hilker, T. and Kurz, W. A. and Coops, N. C. and St-Onge, B. and Trofymow, J. A.}, title = {Implications of differing input data sources and approaches upon forest carbon stock estimation}, journal = {Environmental Monitoring and Assessment}, volume = {166}, number = {1-4}, pages = {543–561}, DOI = {10.1007/s10661-009-1022-6}, url = {https://doi.org/10.1007/s10661-009-1022-6}, year = {2010}, type = {Journal Article} } @article{2379, author = {Wunderle Jr, J. M. and Currie, D. and Helmer, E. H. and Ewert, D. N. and White, J. D. and Ruzycki, T. S. and Parresol, B. and Kwit, C.}, title = {Kirtland's Warblers in anthropogenically disturbed early-successional habitats on Eleuthera, the Bahamas}, journal = {Condor}, volume = {112}, number = {1}, pages = {123–137}, DOI = {10.1525/cond.2010.090134}, url = {https://doi.org/10.1525/cond.2010.090134}, year = {2010}, type = {Journal Article} } @article{1169, author = {Wynne, R. H.}, title = {Introduction to the special issue on remote sensing}, journal = {Forest Science}, volume = {49}, number = {3}, pages = {v–vi}, DOI = {10.1093/forestscience/49.3.v}, url = {https://doi.org/10.1093/forestscience/49.3.v}, year = {2003}, type = {Journal Article} } @article{851, author = {Wynne, R. H.}, title = {Lidar remote sensing of forest resources at the scale of management}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {12}, pages = {1310–1314}, DOI = {http://info.asprs.org/publications/pers/2006journal/december/highlight.pdf}, url = {http://info.asprs.org/publications/pers/2006journal/december/highlight.pdf}, year = {2006}, type = {Journal Article} } @article{1485, author = {Wynne, R. H. and Carter, D. B.}, title = {Will remote sensing live up to its promise for forest management?}, journal = {Journal of Forestry}, volume = {95}, number = {10}, pages = {23–26}, year = {1997}, type = {Journal Article} } @article{832, author = {Wynne, R. H. and Joseph, K. A. and Browder, J. O. and Summers, P. M.}, title = {Comparing farmer-based and satellite-derived deforestation estimates in the Amazon basin using a hybrid classifier}, journal = {International Journal of Remote Sensing}, volume = {28}, number = {6}, pages = {1299–1315}, DOI = {10.1080/01431160600928609}, url = {https://doi.org/10.1080/01431160600928609}, year = {2007}, type = {Journal Article} } @article{1434, author = {Wynne, R. H. and Lillesand, T. M. and Clayton, M. K. and Magnuson, J. J.}, title = {Satellite monitoring of lake ice breakup on Laurentian shield (1980-1994)}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {64}, number = {6}, pages = {607–617}, DOI = {https://www.asprs.org/wp-content/uploads/pers/98journal/june/1998_jun_607-617.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/98journal/june/1998_jun_607-617.pdf}, year = {1998}, type = {Journal Article} } @article{10614, author = {Wynne, R. H. and Magnuson, J. J. and Clayton, M. K. and Lillesand, T. M. and Rodman, D. C.}, title = {Determinants of temporal coherence in the satellite-derived 1987-1994 ice breakup dates of lakes on the Laurentian Shield}, journal = {Limnology and Oceanography}, volume = {41}, number = {5}, pages = {832–838}, DOI = {10.4319/lo.1996.41.5.0832}, url = {https://doi.org/10.4319/lo.1996.41.5.0832}, year = {1996}, type = {Journal Article} } @article{856, author = {Wynne, R. H. and Nelson, R. F.}, title = {Foreword—SilviScan special issue—Lidar applications in forest assessment and inventory}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {12}, pages = {1337–1338}, DOI = {http://eserv.asprs.org/PERS/2006journal/dec/2006_dec_foreword.pdf}, url = {http://eserv.asprs.org/PERS/2006journal/dec/2006_dec_foreword.pdf}, year = {2006}, type = {Journal Article} } @article{8069, author = {Wynne, R. H. and Nelson, R. F.}, title = {SilviScan special issue - Lidar applications in forest assessment and inventory}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {72}, number = {12}, pages = {1337–1338}, year = {2006}, type = {Journal Article} } @article{1352, author = {Wynne, R. H. and Oderwald, R. G. and Reams, G. A. and Scrivani, J. A.}, title = {Optical remote sensing for forest area estimation}, journal = {Journal of Forestry}, volume = {98}, number = {5}, pages = {31–36}, DOI = {10.1093/jof/98.5.31}, url = {https://doi.org/10.1093/jof/98.5.31}, year = {2000}, type = {Journal Article} } @article{10962, author = {Xi, Y. and Liu, H. and Johnson, D. and Zhu, C. and Xiang, J. and Huang, Y.}, title = {Selenium enhances Conyza canadensis phytoremediation of polycyclic aromatic hydrocarbons in soil}, journal = {Journal of Soils and Sediments}, volume = {19}, number = {6}, pages = {2823–2835}, DOI = {10.1007/s11368-019-02274-x}, url = {https://doi.org/10.1007/s11368-019-02274-x}, year = {2019}, type = {Journal Article} } @article{3436, author = {Xia, T. and Kustas, W. P. and Anderson, M. C. and Alfieri, J. G. and Gao, F. and McKee, L. and Prueger, J. H. and Geli, H. M. E. and Neale, C. M. U. and Sanchez, L. and Alsina, M. M. and Wang, Z.}, title = {Mapping evapotranspiration with high-resolution aircraft imagery over vineyards using one-and two-source modeling schemes}, journal = {Hydrology and Earth System Sciences}, volume = {20}, number = {4}, pages = {1523–1545}, DOI = {10.5194/hess-20-1523-2016}, url = {https://doi.org/10.5194/hess-20-1523-2016}, year = {2016}, type = {Journal Article} } @article{11966, author = {Xian, G. Z. and Loveland, T. and Munson, S. M. and Vogelmann, J. E. and Zeng, X. and Homer, C. J.}, title = {Climate sensitivity to decadal land cover and land use change across the conterminous United States}, journal = {Global and Planetary Change}, volume = {192}, DOI = {10.1016/j.gloplacha.2020.103262}, url = {https://doi.org/10.1016/j.gloplacha.2020.103262}, year = {2020}, type = {Journal Article} } @article{12281, author = {Xian, G. Z. and Smith, K. and Wellington, D. and Horton, J. and Zhou, Q. and Li, C. and Auch, R. and Brown, J. F. and Zhu, Zhe and Reker, R. R.}, title = {Implementation of the CCDC algorithm to produce the LCMAP Collection 1.0 annual land surface change product}, journal = {Earth System Science Data}, volume = {14}, number = {1}, pages = {143–162}, abstract = {The increasing availability of high-quality remote sensing data and advanced technologies has spurred land cover mapping to characterize land change from local to global scales. However, most land change datasets either span multiple decades at a local scale or cover limited time over a larger geographic extent. Here, we present a new land cover and land surface change dataset created by the Land Change Monitoring, Assessment, and Projection (LCMAP) program over the conterminous United States (CONUS). The LCMAP land cover change dataset consists of annual land cover and land cover change products over the period 1985-2017 at a 30m resolution using Landsat and other ancillary data via the Continuous Change Detection and Classification (CCDC) algorithm. In this paper, we describe our novel approach to implement the CCDC algorithm to produce the LCMAP product suite composed of five land cover products and five products related to land surface change. The LCMAP land cover products were validated using a collection of ∼1/425000 reference samples collected independently across CONUS. The overall agreement for all years of the LCMAP primary land cover product reached 82.5%. The LCMAP products are produced through the LCMAP Information Warehouse and Data Store (IW+DS) and shared Mesos cluster systems that can process, store, and deliver all datasets for public access. To our knowledge, this is the first set of published 30m annual land change datasets that include land cover, land cover change, and spectral change spanning from the 1980s to the present for the United States. The LCMAP product suite provides useful information for land resource management and facilitates studies to improve the understanding of terrestrial ecosystems and the complex dynamics of the Earth system. The LCMAP system could be implemented to produce global land change products in the future. The LCMAP products introduced in this paper are freely available at 10.5066/P9W1TO6E (LCMAP, 2021). © 2022 George Z. Xian et al.}, DOI = {10.5194/essd-14-143-2022}, url = {https://doi.org/10.5194/essd-14-143-2022}, year = {2022}, type = {Journal Article} } @article{8401, author = {Xiao, Q. and Wang, Y. and Chang, H. H. and Meng, X. and Geng, G. and Lyapustin, A.I. and Liu, Y.}, title = {Full-coverage high-resolution daily PM2.5 estimation using MAIAC AOD in the Yangtze River Delta of China}, journal = {Remote Sensing of Environment}, volume = {199}, pages = {437–446}, DOI = {10.1016/j.rse.2017.07.023}, url = {https://doi.org/10.1016/j.rse.2017.07.023}, year = {2017}, type = {Journal Article} } @article{8070, author = {Xiao, Q. G. and Chen, W. Y. and Sheng, Y. W. and Guo, L.}, title = {Estimating the net primary productivity in China using meteorological satellite data}, journal = {Acta Botanica Sinica}, volume = {38}, number = {1}, pages = {35–39}, year = {1996}, type = {Journal Article} } @misc{11001, author = {Xie, D. and Gao, F. and Li, L.}, title = {Assessment of predictive ability of Starfm based on different MODIS-Landsat image pair date}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7247–7250}, month = {22–27 July 2018}, note = {READY}, DOI = {10.1109/IGARSS.2018.8517833}, url = {https://doi.org/10.1109/IGARSS.2018.8517833}, year = {2018}, type = {Conference Paper} } @article{9056, author = {Xie, D. and Gao, F. and Sun, L. and Anderson, M.C.}, title = {Improving spatial-temporal data fusion by choosing optimal input image pairs}, journal = {Remote Sensing}, volume = {10}, number = {7}, DOI = {10.3390/rs10071142}, url = {https://doi.org/10.3390/rs10071142}, year = {2018}, type = {Journal Article} } @misc{4871, author = {Xie, X. and Xiong, X. and Wolfe, R. and Lyapustin, A.I.}, title = {Improvement of MODIS RSB calibration by minimizing the earthshine impact on solar diffuser observations}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 6296}, month = {14–16 August 2006}, note = {READY}, DOI = {10.1117/12.679081}, url = {https://doi.org/10.1117/12.679081}, year = {2006}, type = {Conference Paper} } @article{73, author = {Xin, Q. and Olofsson, P. and Zhu, Zhe and Tan, B. and Woodcock, C. E.}, title = {Toward near real-time monitoring of forest disturbance by fusion of MODIS and Landsat data}, journal = {Remote Sensing of Environment}, volume = {135}, pages = {234–247}, DOI = {10.1016/j.rse.2013.04.002}, url = {https://doi.org/10.1016/j.rse.2013.04.002}, year = {2013}, type = {Journal Article} } @article{262, author = {Xin, Q. and Woodcock, C. E. and Liu, J. and Tan, B. and Melloh, R. A. and Davis, R. E.}, title = {View angle effects on MODIS snow mapping in forests}, journal = {Remote Sensing of Environment}, volume = {118}, pages = {50–59}, DOI = {10.1016/j.rse.2011.10.029}, url = {https://doi.org/10.1016/j.rse.2011.10.029}, year = {2012}, type = {Journal Article} } @article{8636, author = {Xin, X. and Liu, B. and Di, K. and Zhu, Zhe and Zhao, Z. and Liu, J. and Yue, Z. and Zhang, G.}, title = {Monitoring urban expansion using time series of night-time light data—A case study in Wuhan, China}, journal = {International Journal of Remote Sensing}, volume = {38}, number = {21}, pages = {6110–6128}, DOI = {10.1080/01431161.2017.1312623}, url = {https://doi.org/10.1080/01431161.2017.1312623}, year = {2017}, type = {Journal Article} } @article{12124, author = {Xin, Y. and Sun, L. and Hansen, M. C.}, title = {Biophysical and socioeconomic drivers of oil palm expansion in Indonesia}, journal = {Environmental Research Letters}, volume = {16}, number = {3}, DOI = {10.1088/1748-9326/abce83}, url = {https://doi.org/10.1088/1748-9326/abce83}, year = {2021}, type = {Journal Article} } @article{12394, author = {Xin, Y. and Sun, L. and Hansen, M. C.}, title = {Oil palm reconciliation in Indonesia—Balancing rising demand and environmental conservation towards 2050}, journal = {Journal of Cleaner Production}, volume = {380}, abstract = {Oil palm plantation has expanded rapidly in Indonesia, driven by the enormous increase in the global demand for oil palm products. While the production and exporting of oil palm products have stimulated economic growth and improved living standards of local people, the expansion has imposed significant costs on the environment. Indonesia faces tough challenges to balance oil palm production with the growing commitment to protect tropical forest and peatland. This research offered a comprehensive assessment of the local responses in land-use changes and the associated environmental impacts in Indonesia to the dynamics on the global market of oil palm products. We employed generalized geo-economic gravity models to project export demand for oil palm products from Indonesia by 2050 under three different international trade scenarios. With the help of parametric survival analysis, we allocated the projected demands to 1km × 1km grids across Indonesia and quantified the possible trade-offs between oil palm expansion and environmental conservation. Results show that about 313–679 million tons of oil palm products (oil palm fruit equivalent) from Indonesia would be needed by 2050, which means about 18.58–45.59 million hectares of new plantation. We estimated that 8%–22% of secondary forest and 21%–54% of peatland would lose to oil palm expansion by 2050 if the expansion follows the historical pathways. Shifting the expansion from natural forest and peatland to degraded land with low environmental values would reduce the CO2 emission by about 87–142 Mton/year, at the expense of increased transportation and infrastructure accessibility costs. This shift towards sustainable palm oil production can be facilitated by extending current policies and regulations to secondary forest, enforcing stricter restrictions on peatland, supporting infrastructure development, and providing economic incentives. © 2022 Elsevier Ltd}, DOI = {10.1016/j.jclepro.2022.135087}, url = {https://doi.org/10.1016/j.jclepro.2022.135087}, year = {2022}, type = {Journal Article} } @article{8262, author = {Xiong, J. and Thenkabail, P. S. and Gumma, M. K. and Teluguntla, P. and Poehnelt, J. and Congalton, R. G. and Yadav, K. and Thau, D.}, title = {Automated cropland mapping of continental Africa using Google Earth Engine cloud computing}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {126}, pages = {225–244}, DOI = {10.1016/j.isprsjprs.2017.01.019}, url = {https://doi.org/10.1016/j.isprsjprs.2017.01.019}, year = {2017}, type = {Journal Article} } @article{9039, author = {Xiong, J. and Thenkabail, P. S. and Tilton, J. C. and Gumma, M. K. and Teluguntla, P. and Oliphant, A. and Congalton, R. G. and Yadav, K. and Gorelick, N.S.}, title = {Nominal 30-m cropland extent map of continental Africa by integrating pixel-based and object-based algorithms using Sentinel-2 and Landsat-8 data on google earth engine}, journal = {Remote Sensing}, volume = {9}, number = {10}, DOI = {10.3390/rs9101065}, url = {https://doi.org/10.3390/rs9101065}, year = {2017}, type = {Journal Article} } @inbook{3540, author = {Xiong, X. and Wolfe, R. and Barnes, W. and Guenther, B. and Vermote, E.F. and Saleous, N. and Salomonson, V.}, title = {Terra and aqua MODIS design, radiometry, and geometry in support of land remote sensing}, booktitle = {Land remote sensing and global environmental change}, editor = {Ramachandran, Bhaskar and Justice, C.O. and Abrams, M.J.}, connective phrase = {Terra and aqua MODIS design, radiometry, and geometry in support of land remote sensing}, publisher = {Springer}, place published = {New York, N.Y.}, pages = {133–164}, DOI = {10.1007/978-1-4419-6749-7_7}, url = {https://doi.org/10.1007/978-1-4419-6749-7_7}, year = {2011}, type = {Book Section} } @article{12268, author = {Xu, C. and Hystad, P. and Chen, R. and Van Den Hoek, J. and Hutchinson, R. A. and Hankey, S. and Kennedy, R.}, title = {Application of training data affects success in broad-scale local climate zone mapping}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {103}, abstract = {Satellite imagery has been widely used to map urbanization processes. To address the urgent need for urban landscape mapping that goes beyond urban footprint analysis, the local climate zone (LCZ) scheme has been increasingly used to reveal the urban forms and functions important to urban heat islands and micro-climates across the globe. As with most supervised classification strategies, proper application of training data is critical for the success of LCZ classification models. However, the collection and application of LCZ training areas brings with it two challenges that may affect mapping success. First, because digitizing training areas is a time-consuming task, there is a broad effort in the LCZ mapping community to create a crowdsourced data collection among different experts. However, this strategy likely leads to inconsistencies in labels that could weaken models. Second, the LCZ labeling process typically involves the delineation of large zones from which multiple training samples are drawn, but those samples are likely spatially autocorrelated and lead to overly optimistic estimates of model accuracy. Although both effects – inconsistent labeling and spatial autocorrelation – are theoretically possible, it is unknown whether they substantially affect accuracy. We investigated both issues, specifically asking: (i) how do the discrepancies of LCZ labeling by different experts impact broad-scale LCZ mapping? (ii) to what extent does spatial correlation affect model prediction power? We used two classifiers (Random Forests and ResNets) to map eight metropolitan areas in the US into LCZs, comparing training areas drawn by different or consistent interpreters, and data splitting strategy using rules that allow or reduce spatial autocorrelation. We found large discrepancies among results built from crowdsourced training areas digitized by different experts; improving the consistency of labels can lead to substantial improvements in LCZ classification accuracy. Second, we found that spatial autocorrelation can boost the apparent accuracy of the classifier by 16% to 21%, leading to erroneous interpretation of mapping results. The two effects interplay as well: spatial autocorrelation in the raw data can lead to an underestimation of the model's predictive error when modeling with crowdsourced training areas of high inconsistency. Due to the uncertainty in the labeling process and spatial autocorrelation in derived training data, broad-scale LCZ mapping results should be interpreted with caution. © 2021 The Authors}, DOI = {10.1016/j.jag.2021.102482}, url = {https://doi.org/10.1016/j.jag.2021.102482}, year = {2021}, type = {Journal Article} } @article{2240, author = {Xu, L. and Myneni, R. B. and Chapin, F. S. and Callaghan, T. V. and Pinzon, J. E. and Tucker, C. J. and Zhu, Zhe and Bi, J. and Ciais, P. and Tømmervik, H. and Euskirchen, E. S. and Forbes, B. C. and Piao, S. L. and Anderson, B. T. and Ganguly, S. and Nemani, R. R. and Goetz, S. J. and Beck, P. S. A. and Bunn, A. G. and Cao, C. and Stroeve, J. C.}, title = {Temperature and vegetation seasonality diminishment over northern lands}, journal = {Nature Climate Change}, volume = {3}, number = {6}, pages = {581–586}, DOI = {10.1038/nclimate1836}, url = {https://doi.org/10.1038/nclimate1836}, year = {2013}, type = {Journal Article} } @article{2263, author = {Xu, L. and Samanta, A. and Costa, M. H. and Ganguly, S. and Nemani, R. R. and Myneni, R. B.}, title = {Widespread decline in greenness of Amazonian vegetation due to the 2010 drought}, journal = {Geophysical Research Letters}, volume = {38}, number = {7}, DOI = {10.1029/2011GL046824}, url = {https://doi.org/10.1029/2011GL046824}, year = {2011}, type = {Journal Article} } @article{12264, author = {Xu, S. and Zhu, X. and Helmer, E. H. and Tan, X. and Tian, J. and Chen, X.}, title = {The damage of urban vegetation from super typhoon is associated with landscape factors—Evidence from Sentinel-2 imagery}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {104}, abstract = {Many studies have investigated the impacts of typhoons on natural vegetation, but the influencing factor of urban vegetation damage from super typhoon is not clear. Therefore, this study investigated the vegetation damage patterns in eight cities affected by Typhoon Mangkhut (the 2nd strongest tropical storm worldwide in 2018) using the normalized difference vegetation index (NDVI) derived from Sentinel-2 images. The vegetation damage maps have an overall accuracy of 97% using the very high-resolution WorldView-3 images as reference data. The results show that (1) The typhoon-induced vegetation damage show high spatial heterogeneity in urban areas and varies with land cover types. Residential greenspace and street trees are more susceptible to typhoon disturbance than natural vegetation. (2) Wind intensity is still an important factor in urban vegetation damage (r2 = 0.43, P value <0.001). (3) Urban vegetation damage positively relates to vegetation sparseness for all cities (r: 0.39–0.89, P value <0.01), whereas negatively correlated to the height of surrounding buildings (r = −0.57, P value <0.01), suggesting that both biotic and abiotic factors of the urban environment have influences on the resistance of vegetation to storms. This study provides insights into the resistance and resilience of urban vegetation to strong typhoons that can be used for urban forestry planning and management. © 2021 The Author(s)}, DOI = {10.1016/j.jag.2021.102536}, url = {https://doi.org/10.1016/j.jag.2021.102536}, year = {2021}, type = {Journal Article} } @article{8321, author = {Xu, Y. and Gao, F. and Jiang, X.}, title = {Enhancement of measurement accuracy of optical stereo deflectometry based on imaging model analysis}, journal = {Optics and Lasers in Engineering}, volume = {111}, pages = {1–7}, DOI = {10.1016/j.optlaseng.2018.07.007}, url = {https://doi.org/10.1016/j.optlaseng.2018.07.007}, year = {2018}, type = {Journal Article} } @article{8320, author = {Xu, Y. and Gao, F. and Zhang, Z. and Jiang, X.}, title = {A holistic calibration method with iterative distortion compensation for stereo deflectometry}, journal = {Optics and Lasers in Engineering}, volume = {106}, pages = {111–118}, DOI = {10.1016/j.optlaseng.2018.02.018}, url = {https://doi.org/10.1016/j.optlaseng.2018.02.018}, year = {2018}, type = {Journal Article} } @article{8112, author = {Xu, Y. and Gao, F. and Zhang, Z. and Jiang, X.}, title = {A calibration method for non-overlapping cameras based on mirrored absolute phase target}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {104}, number = {1–4}, pages = {9–15}, DOI = {10.1007/s00170-018-1704-8}, url = {https://doi.org/10.1007/s00170-018-1704-8}, year = {2019}, type = {Journal Article} } @article{11970, author = {Xue, J. and Anderson, M. C. and Gao, F. and Hain, C. and Sun, L. and Yang, Y. and Knipper, K. R. and Kustas, W. P. and Torres-Rua, A. and Schull, M.}, title = {Sharpening ECOSTRESS and VIIRS land surface temperature using harmonized Landsat-Sentinel surface reflectances}, journal = {Remote Sensing of Environment}, volume = {251}, DOI = {10.1016/j.rse.2020.112055}, url = {https://doi.org/10.1016/j.rse.2020.112055}, year = {2020}, type = {Journal Article} } @article{12135, author = {Yan, K. and Li, H. and Song, W. and Tong, Y. and Hao, D. and Zeng, Y. and Mu, X. and Yan, G. and Fang, Y. and Myneni, R. B. and Schaaf, C.}, title = {Extending a linear kernel-driven BRDF model to realistically simulate reflectance anisotropy over rugged terrain}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {60}, DOI = {10.1109/TGRS.2021.3064018}, url = {https://doi.org/10.1109/TGRS.2021.3064018}, year = {2022}, type = {Journal Article} } @article{9029, author = {Yan, K. and Park, T. and Yan, G. and Chen, C. and Yang, B. and Liu, Z. and Nemani, R. R. and Knyazikhin, Y. and Myneni, R. B.}, title = {Evaluation of MODIS LAI/FPAR product collection 6. Part 1—Consistency and improvements}, journal = {Remote Sensing}, volume = {8}, number = {5}, DOI = {10.3390/rs8050359}, url = {https://doi.org/10.3390/rs8050359}, year = {2016}, type = {Journal Article} } @article{9031, author = {Yan, K. and Park, T. and Yan, G. and Liu, Z. and Yang, B. and Chen, C. and Nemani, R. R. and Knyazikhin, Y. and Myneni, R. B.}, title = {Evaluation of MODIS LAI/FPAR product collection 6. Part 2—Validation and intercomparison}, journal = {Remote Sensing}, volume = {8}, number = {6}, DOI = {10.3390/rs8060460}, url = {https://doi.org/10.3390/rs8060460}, year = {2016}, type = {Journal Article} } @article{3035, author = {Yan, L. and Roy, D. P.}, title = {Automated crop field extraction from multi-temporal Web Enabled Landsat Data}, journal = {Remote Sensing of Environment}, volume = {144}, pages = {42–64}, DOI = {10.1016/j.rse.2014.01.006}, url = {https://doi.org/10.1016/j.rse.2014.01.006}, year = {2014}, type = {Journal Article} } @article{3205, author = {Yan, L. and Roy, D. P.}, title = {Improved time series land cover classification by missing-observation-adaptive nonlinear dimensionality reduction}, journal = {Remote Sensing of Environment}, volume = {158}, pages = {478–491}, DOI = {10.1016/j.rse.2014.11.024}, url = {https://doi.org/10.1016/j.rse.2014.11.024}, year = {2015}, type = {Journal Article} } @article{3394, author = {Yan, L. and Roy, D. P.}, title = {Conterminous United States crop field size quantification from multi-temporal Landsat data}, journal = {Remote Sensing of Environment}, volume = {172}, pages = {67–86}, DOI = {10.1016/j.rse.2015.10.034}, url = {https://doi.org/10.1016/j.rse.2015.10.034}, year = {2016}, type = {Journal Article} } @article{9048, author = {Yan, L. and Roy, D. P.}, title = {Large-area gap filling of Landsat reflectance time series by spectral-angle-mapper based spatio-temporal similarity (SAMSTS)}, journal = {Remote Sensing}, volume = {10}, number = {4}, DOI = {10.3390/rs10040609}, url = {https://doi.org/10.3390/rs10040609}, year = {2018}, type = {Journal Article} } @article{11825, author = {Yan, L. and Roy, D. P.}, title = {Spatially and temporally complete Landsat reflectance time series modelling—The fill-and-fit approach}, journal = {Remote Sensing of Environment}, volume = {241}, DOI = {10.1016/j.rse.2020.111718}, url = {https://doi.org/10.1016/j.rse.2020.111718}, year = {2020}, type = {Journal Article} } @article{12064, author = {Yan, L. and Roy, D. P.}, title = {Improving Landsat Multispectral Scanner (MSS) geolocation by least-squares-adjustment based time-series co-registration}, journal = {Remote Sensing of Environment}, volume = {252}, DOI = {10.1016/j.rse.2020.112181}, url = {https://doi.org/10.1016/j.rse.2020.112181}, year = {2021}, type = {Journal Article} } @article{8417, author = {Yan, L. and Roy, D. P. and Li, Z. and Zhang, H. K. and Huang, H.}, title = {Sentinel-2A multi-temporal misregistration characterization and an orbit-based sub-pixel registration methodology}, journal = {Remote Sensing of Environment}, volume = {215}, pages = {495–506}, DOI = {10.1016/j.rse.2018.04.021}, url = {https://doi.org/10.1016/j.rse.2018.04.021}, year = {2018}, type = {Journal Article} } @article{9032, author = {Yan, L. and Roy, D. P. and Zhang, H. and Li, J. and Huang, H.}, title = {An automated approach for sub-pixel registration of Landsat-8 Operational Land Imager (OLI) and Sentinel-2 Multi Spectral Instrument (MSI) imagery}, journal = {Remote Sensing}, volume = {8}, number = {6}, DOI = {10.3390/rs8060520}, url = {https://doi.org/10.3390/rs8060520}, year = {2016}, type = {Journal Article} } @article{2294, author = {Yang, F. and Ichii, K. and White, M. A. and Hashimoto, H. and Michaelis, A. R. and Votava, P. and Zhu, A. X. and Huete, A. and Running, S. W. and Nemani, R. R.}, title = {Developing a continental-scale measure of gross primary production by combining MODIS and AmeriFlux data through Support Vector Machine approach}, journal = {Remote Sensing of Environment}, volume = {110}, number = {1}, pages = {109–122}, DOI = {10.1016/j.rse.2007.02.016}, url = {https://doi.org/10.1016/j.rse.2007.02.016}, year = {2007}, type = {Journal Article} } @article{2303, author = {Yang, F. and White, M. A. and Michaelis, A. R. and Ichii, K. and Hashimoto, H. and Votava, P. and Zhu, A. X. and Nemani, R. R.}, title = {Prediction of continental-scale evapotranspiration by combining MODIS and AmeriFlux data through support vector machine}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {44}, number = {11}, pages = {3452–3461}, DOI = {10.1109/TGRS.2006.876297}, url = {https://doi.org/10.1109/TGRS.2006.876297}, year = {2006}, type = {Journal Article} } @article{2285, author = {Yang, F. and Zhu, A. X. and Ichii, K. and White, M. A. and Hashimoto, H. and Nemani, R. R.}, title = {Assessing the representativeness of the AmeriFlux network using MODIS and GOES data}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {113}, number = {4}, DOI = {10.1029/2007JG000627}, url = {https://doi.org/10.1029/2007JG000627}, year = {2008}, type = {Journal Article} } @article{3430, author = {Yang, G. and Weng, Q. and Pu, R. and Gao, F. and Sun, C. and Li, H. and Zhao, C.}, title = {Evaluation of ASTER-like daily land surface temperature by fusing ASTER and MODIS data during the HiWATER-MUSOEXE}, journal = {Remote Sensing}, volume = {8}, number = {1}, DOI = {10.3390/rs8010075}, url = {https://doi.org/10.3390/rs8010075}, year = {2016}, type = {Journal Article} } @misc{10212, author = {Yang, Kai and Fleig, Albert J. and Vermote, Eric F. and Descloitres, Jacques}, title = {Simulating observations from the MODIS instrument with variable surface and atmospheric conditions}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1328–1331}, month = {28 June–2 July 1999}, note = {READY}, DOI = {10.1109/IGARSS.1999.774620}, url = {https://doi.org/10.1109/IGARSS.1999.774620}, year = {1999}, type = {Conference Paper} } @article{12349, author = {Yang, S. I. and Brandeis, T. J. and Helmer, E. H. and Oatham, M. P. and Heartsill-Scalley, T. and Marcano-Vega, H.}, title = {Characterizing height-diameter relationships for Caribbean trees using mixed-effects random forest algorithm}, journal = {Forest Ecology and Management}, volume = {524}, abstract = {Accurately characterizing the relationships between tree height and diameter at breast height (DBH) is vital to quantify productivity and predict tree growth for forest management. This study makes use of data from forest inventories in the Caribbean islands of Puerto Rico, Trinidad and the U.S. Virgin Islands to compare the efficacy of parametric mixed models, random forest and mixed-effects random forest algorithms (MERF) for modeling tree species-specific H-D relationships. MERF as a semi-parametric approach is advantageous for handling high dimensional and complex datasets using the random forest algorithm, as well as to provide species-specific predictions with random effects in the mixed model framework. A total of 37,124 observations used in analyses were collected from 645 permanent sample plots across three Caribbean islands, including 309 species in Puerto Rico, 121 species in the U.S. Virgin Islands and 34 species in Trinidad. Results showed that MERF can be used to reliably predict total tree height for diverse species, which produced more accurate predictions than the other two models. In addition to DBH, competition index was found to be the most important variable among all other stand and environmental variables in all islands. Adding climate-related variables can improve the prediction accuracy of total tree height in parametric mixed models, especially when sample size is small. Precipitation variables were selected most often, confirming the overall importance of precipitation to forest height. The results of this work will not only provide species-specific H-D relationship models for Caribbean trees, but also advance knowledge in modeling H-D relationships with broad application for mixed-species forests. © 2022 Elsevier B.V.}, DOI = {10.1016/j.foreco.2022.120507}, url = {https://doi.org/10.1016/j.foreco.2022.120507}, year = {2022}, type = {Journal Article} } @article{2308, author = {Yang, W. and Huang, D. and Tan, B. and Stroeve, J. C. and Shabanov, N. V. and Knyazikhin, Y. and Nemani, R. R. and Myneni, R. B.}, title = {Analysis of leaf area index and fraction of PAR absorbed by vegetation products from the terra MODIS sensor—2000-2005}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {44}, number = {7}, pages = {1829–1841}, DOI = {10.1109/TGRS.2006.871214}, url = {https://doi.org/10.1109/TGRS.2006.871214}, year = {2006}, type = {Journal Article} } @article{2304, author = {Yang, W. and Shabanov, N. V. and Huang, D. and Wang, W. and Dickinson, R. E. and Nemani, R. R. and Knyazikhin, Y. and Myneni, R. B.}, title = {Analysis of leaf area index products from combination of MODIS Terra and Aqua data}, journal = {Remote Sensing of Environment}, volume = {104}, number = {3}, pages = {297–312}, DOI = {10.1016/j.rse.2006.04.016}, url = {https://doi.org/10.1016/j.rse.2006.04.016}, year = {2006}, type = {Journal Article} } @article{2307, author = {Yang, W. and Tan, B. and Huang, D. and Rautiainen, M. and Shabanov, N. V. and Wang, Y. and Privette, J. L. and Huemmrich, K. F. and Fensholt, R. and Sandholt, I. and Weiss, M. and Ahl, D. E. and Gower, S. T. and Nemani, R. R. and Knyazikhin, Y. and Myneni, R. B.}, title = {MODIS leaf area index products—From validation to algorithm improvement}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {44}, number = {7}, pages = {1885–1896}, DOI = {10.1109/TGRS.2006.871215}, url = {https://doi.org/10.1109/TGRS.2006.871215}, year = {2006}, type = {Journal Article} } @article{11848, author = {Yang, X. and Qin, Q. and Yésou, H. and Ledauphin, T. and Koehl, M. and Grussenmeyer, P. and Zhu, Zhe}, title = {Monthly estimation of the surface water extent in France at a 10-m resolution using Sentinel-2 data}, journal = {Remote Sensing of Environment}, volume = {244}, DOI = {10.1016/j.rse.2020.111803}, url = {https://doi.org/10.1016/j.rse.2020.111803}, year = {2020}, type = {Journal Article} } @article{27, author = {Yang, X. and Schaaf, C.B. and Strahler, A. and Kunz, T. and Fuller, N. and Betke, M. and Wu, Z. and Wang, Z. and Theriault, D. and Culvenor, D. and Jupp, D. and Newnham, G. and Lovell, J.}, title = {Study of bat flight behavior by combining thermal image analysis with a LiDAR forest reconstruction}, journal = {Canadian Journal of Remote Sensing}, volume = {39}, number = {Suppl. 1}, pages = {S112–S125}, DOI = {10.5589/m13-034}, url = {https://doi.org/10.5589/m13-034}, year = {2013}, type = {Journal Article} } @misc{3060, author = {Yang, X. and Schaaf, C.B. and Strahler, A. and Li, Z. and Wang, Z. and Yao, T. and Zhao, F. and Saenz, E. and Paynter, I. and Douglas, E. and Chakrabarti, S. and Cook, T. and Martel, J. and Howe, G. and Woodcock, C.E. and Jupp, D. and Culvenor, D. and Newnham, G. and Lovell, J.}, title = {Studying canopy structure through 3-D reconstruction of point clouds from full-waveform terrestrial lidar}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3375–3378}, month = {21–26 July 2013}, note = {READY}, DOI = {10.1109/IGARSS.2013.6723552}, url = {https://doi.org/10.1109/IGARSS.2013.6723552}, year = {2013}, type = {Conference Paper} } @article{72, author = {Yang, X. and Strahler, A. H. and Schaaf, C. B. and Jupp, D. L. B. and Yao, T. and Zhao, F. and Wang, Z. and Culvenor, D. S. and Newnham, G. J. and Lovell, J. L. and Dubayah, R. O. and Woodcock, C. E. and Ni-Meister, W.}, title = {Three-dimensional forest reconstruction and structural parameter retrievals using a terrestrial full-waveform lidar instrument (Echidna®)}, journal = {Remote Sensing of Environment}, volume = {135}, pages = {36–51}, DOI = {10.1016/j.rse.2013.03.020}, url = {https://doi.org/10.1016/j.rse.2013.03.020}, year = {2013}, type = {Journal Article} } @article{12305, author = {Yang, X. and Zhu, Zhe and Qiu, S. and Kroeger, K. D. and Zhu, Z. and Covington, S.}, title = {Detection and characterization of coastal tidal wetland change in the northeastern US using Landsat time series}, journal = {Remote Sensing of Environment}, volume = {276}, abstract = {Coastal tidal wetlands are highly altered ecosystems exposed to substantial risk due to widespread and frequent land-use change coupled with sea-level rise, leading to disrupted hydrologic and ecologic functions and ultimately, significant reduction in climate resiliency. Knowing where and when the changes have occurred, and the nature of those changes, is important for coastal communities and natural resource management. Large-scale mapping of coastal tidal wetland changes is extremely difficult due to their inherent dynamic nature. To bridge this gap, we developed an automated algorithm for DEtection and Characterization of cOastal tiDal wEtlands change (DECODE) using dense Landsat time series. DECODE consists of three elements, including spectral break detection, land cover classification and change characterization. DECODE assembles all available Landsat observations and introduces a water level regressor for each pixel to flag the spectral breaks and estimate harmonic time-series models for the divided temporal segments. Each temporal segment is classified (e.g., vegetated wetlands, open water, and others – including unvegetated areas and uplands) based on the phenological characteristics and the synthetic surface reflectance values calculated from the harmonic model coefficients, as well as a generic rule-based classification system. This harmonic model-based approach has the advantage of not needing the acquisition of satellite images at optimal conditions (i.e., low tide status) to avoid underestimating coastal vegetation caused by the tidal fluctuation. At the same time, DECODE can also characterize different kinds of changes including land cover change and condition change (i.e., land cover modification without conversion). We used DECODE to track status of coastal tidal wetlands in the northeastern United States from 1986 to 2020. The overall accuracy of land cover classification and change detection is approximately 95.8% and 99.8%, respectively. The vegetated wetlands and open water were mapped with user's accuracy of 94.6% and 99.0%, and producer's accuracy of 98.1% and 93.5%, respectively. The cover change and condition change were mapped with user's accuracy of 68.0% and 80.0%, and producer's accuracy of 80.5% and 97.1%, respectively. Approximately 3283 km2 of the coastal landscape within our study area in the northeastern United States changed at least once (12% of the study area), and condition changes were the dominant change type (84.3%). Vegetated coastal tidal wetland decreased consistently (~2.6 km2 per year) in the past 35 years, largely due to conversion to open water in the context of sea-level rise. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.113047}, url = {https://doi.org/10.1016/j.rse.2022.113047}, year = {2022}, type = {Journal Article} } @article{10905, author = {Yang, Y. and Anderson, M. and Gao, F. and Hain, C. and Noormets, A. and Sun, G. and Wynne, R. and Thomas, V. and Sun, L.}, title = {Investigating impacts of drought and disturbance on evapotranspiration over a forested landscape in North Carolina, USA using high spatiotemporal resolution remotely sensed data}, journal = {Remote Sensing of Environment}, volume = {238}, DOI = {10.1016/j.rse.2018.12.017}, url = {https://doi.org/10.1016/j.rse.2018.12.017}, year = {2020}, type = {Journal Article} } @misc{11564, author = {Yang, Y. and Anderson, M. and Gao, F. and Hain, C. and Wood, J. and Gu, L.}, title = {Using daily stand-scale evapotranspiration (ET) estimated from remotely sensed data to investigate drought impact on ET in a temperate forest in the central US}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6035–6038}, month = {28 July–2 August 2019}, note = {READY}, DOI = {10.1109/IGARSS.2019.8898301}, url = {https://doi.org/10.1109/IGARSS.2019.8898301}, year = {2019}, type = {Conference Paper} } @article{12256, author = {Yang, Y. and Anderson, M. and Gao, F. and Xue, J. and Knipper, K. and Hain, C.}, title = {Improved daily evapotranspiration estimation using remotely sensed data in a data fusion system}, journal = {Remote Sensing}, volume = {14}, number = {8}, abstract = {Evapotranspiration (ET) represents crop water use and is a key indicator of crop health. Accurate estimation of ET is critical for agricultural irrigation and water resource management. ET retrieval using energy balance methods with remotely sensed thermal infrared data as the key input has been widely applied for irrigation scheduling, yield prediction, drought monitoring and so on. However, limitations on the spatial and temporal resolution of available thermal satellite data combined with the effects of cloud contamination constrain the amount of detail that a single satellite can provide. Fusing satellite data from different satellites with varying spatial and temporal resolutions can provide a more continuous estimation of daily ET at field scale. In this study, we applied an ET fusion modeling system, which uses a surface energy balance model to retrieve ET using both Landsat and Moderate Resolution Imaging Spectroradiometer (MODIS) data and then fuses the Landsat and MODIS ET retrieval timeseries using the Spatial-Temporal Adaptive Reflectance Fusion Model (STARFM). In this paper, we compared different STARFM ET fusion implementation strategies over various crop lands in the central California. In particular, the use of single versus two Landsat-MODIS pair images to constrain the fusion is explored in cases of rapidly changing crop conditions, as in frequently harvested alfalfa fields, as well as an improved dual-pair method. The daily 30 m ET retrievals are evaluated with flux tower observations and analyzed based on land cover type. This study demonstrates improvement using the new dual-pair STARFM method compared with the standard one-pair STARFM method in estimating daily field scale ET for all the major crop types in the study area. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.}, DOI = {10.3390/rs14081772}, url = {https://doi.org/10.3390/rs14081772}, year = {2022}, type = {Journal Article} } @article{3659, author = {Yang, Y. and Anderson, M.C. and Gao, F. and Hain, C. and Kustas, W. and Meyers, T. and Crow, W. and Finocchiaro, R. and Otkin, J. and Sun, L. and Yang, Y.}, title = {Impact of tile drainage on evapotranspiration in South Dakota, USA, based on high spatiotemporal resolution evapotranspiration time series from a multisatellite data fusion system}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {10}, pages = {2550–2564}, DOI = {10.1109/JSTARS.2017.2680411}, url = {https://doi.org/10.1109/JSTARS.2017.2680411}, year = {2017}, type = {Journal Article} } @article{3639, author = {Yang, Y. and Anderson, M. C. and Gao, F. and Hain, C. R. and Semmens, K. A. and Kustas, W. P. and Noormets, A. and Wynne, R. H. and Thomas, V. A. and Sun, G.}, title = {Daily Landsat-scale evapotranspiration estimation over a forested landscape in North Carolina, USA, using multi-satellite data fusion}, journal = {Hydrology and Earth System Sciences}, volume = {21}, number = {2}, pages = {1017–1037}, DOI = {10.5194/hess-21-1017-2017}, url = {https://doi.org/10.5194/hess-21-1017-2017}, year = {2017}, type = {Journal Article} } @article{12096, author = {Yang, Y. and Anderson, M. C. and Gao, F. and Johnson, D. M. and Yang, Y. and Sun, L. and Dulaney, W. and Hain, C. R. and Otkin, J. A. and Prueger, J. and Meyers, T. P. and Bernacchi, C. J. and Moore, C. E.}, title = {Phenological corrections to a field-scale, ET-based crop stress indicator—An application to yield forecasting across the U.S. Corn Belt}, journal = {Remote Sensing of Environment}, volume = {257}, DOI = {10.1016/j.rse.2021.112337}, url = {https://doi.org/10.1016/j.rse.2021.112337}, year = {2021}, type = {Journal Article} } @misc{3577, author = {Yang, Y. and Anderson, M. C. and Gao, F. and Kustas, W. P. and Hain, C. and Meyers, T. and Wilson, T. and Sun, L. and Yang, Y.}, title = {Longterm daily fieldscale evapotranspiration estimation using multisatellite data fusion in an intensively drained agricultural area in South Dakota, USA}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {3547–3550}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7729918}, url = {https://doi.org/10.1109/IGARSS.2016.7729918}, year = {2016}, type = {Conference Paper} } @article{8408, author = {Yang, Y. and Anderson, M. C. and Gao, F. and Wardlow, B. and Hain, C. R. and Otkin, J. A. and Alfieri, J. and Yang, Y. and Sun, L. and Dulaney, W.}, title = {Field-scale mapping of evaporative stress indicators of crop yield—An application over Mead, NE, USA}, journal = {Remote Sensing of Environment}, volume = {210}, pages = {387–402}, DOI = {10.1016/j.rse.2018.02.020}, url = {https://doi.org/10.1016/j.rse.2018.02.020}, year = {2018}, type = {Journal Article} } @article{12164, author = {Yang, Y. and Anderson, M. C. and Gao, F. and Wood, J. D. and Gu, L. and Hain, C.}, title = {Studying drought-induced forest mortality using high spatiotemporal resolution evapotranspiration data from thermal satellite imaging}, journal = {Remote Sensing of Environment}, volume = {265}, DOI = {10.1016/j.rse.2021.112640}, url = {https://doi.org/10.1016/j.rse.2021.112640}, year = {2021}, type = {Journal Article} } @misc{3575, author = {Yang, Y. and Anderson, M.C. and Gao, F. and Yang, Y. and Sun, L.}, title = {Study of water use in agricultural landscapes at high spatiotemporal resulotion}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {7172–7175}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7730871}, url = {https://doi.org/10.1109/IGARSS.2016.7730871}, year = {2016}, type = {Conference Paper} } @article{8295, author = {Yang, Y. and Marshak, A. and Mao, J. and Lyapustin, A.I. and Herman, J.}, title = {A method of retrieving cloud top height and cloud geometrical thickness with oxygen A and B bands for the Deep Space Climate Observatory (DSCOVR) mission—Radiative transfer simulations}, journal = {Journal of Quantitative Spectroscopy and Radiative Transfer}, volume = {122}, pages = {141–149}, DOI = {10.1016/j.jqsrt.2012.09.017}, url = {https://doi.org/10.1016/j.jqsrt.2012.09.017}, year = {2013}, type = {Journal Article} } @article{130, author = {Yang, Y. and Marshak, A. and Palm, S. P. and Wang, Z. and Schaaf, C.B.}, title = {Assessment of cloud screening with apparent surface reflectance in support of the ICESat-2 mission}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {51}, number = {2}, pages = {1037–1045}, DOI = {10.1109/TGRS.2012.2204066}, url = {https://doi.org/10.1109/TGRS.2012.2204066}, year = {2013}, type = {Journal Article} } @article{8588, author = {Yang, Y. and Saatchi, S. S. and Xu, L. and Yu, Y. and Choi, S. and Phillips, N. and Kennedy, R.E. and Keller, M. and Knyazikhin, Y. and Myneni, R. B.}, title = {Post-drought decline of the Amazon carbon sink}, journal = {Nature Communications}, volume = {9}, number = {1}, DOI = {10.1038/s41467-018-05668-6}, url = {https://doi.org/10.1038/s41467-018-05668-6}, year = {2018}, type = {Journal Article} } @article{988, author = {Yang, Z. and Cohen, W. B. and Harmon, M. E.}, title = {Modeling early forest succession following clear-cutting in western Oregon}, journal = {Canadian Journal of Forest Research}, volume = {35}, number = {8}, pages = {1889–1900}, DOI = {10.1139/x05-132}, url = {https://doi.org/10.1139/x05-132}, year = {2005}, type = {Journal Article} } @article{11224, author = {Yao, T. and Xue, Y. and Chen, D. and Chen, F. and Thompson, L. and Cui, P. and Koike, T. and Lau, W. K. M. and Lettenmaier, D. and Mosbrugger, V. and Zhang, R. and Xu, B. and Dozier, J. and Gillespie, T. and Gu, Y. and Kang, S. and Piao, S. and Sugimoto, S. and Ueno, K. and Wang, L. and Wang, W. and Zhang, F. and Sheng, Y. and Guo, W. and Ailikun and Yang, X. and Ma, Y. and Shen, S. S. P. and Su, Z. and Chen, F. and Liang, S. and Liu, Y. and Singh, V. P. and Yang, K. and Yang, D. and Zhao, X. and Qian, Y. and Zhang, Y. and Li, Q.}, title = {Recent third pole's rapid warming accompanies cryospheric melt and water cycle intensification and interactions between monsoon and environment—Multidisciplinary approach with observations, modeling, and analysis}, journal = {Bulletin of the American Meteorological Society}, volume = {100}, number = {3}, pages = {423–444}, DOI = {10.1175/BAMS-D-17-0057.1}, url = {https://doi.org/10.1175/BAMS-D-17-0057.1}, year = {2019}, type = {Journal Article} } @article{329, author = {Yao, T. and Yang, X. and Zhao, F. and Wang, Z. and Zhang, Q. and Jupp, D. and Lovell, J. and Culvenor, D. and Newnham, G. and Ni-Meister, W. and Schaaf, C.B. and Woodcock, C.E. and Wang, J. and Li, X. and Strahler, A.}, title = {Measuring forest structure and biomass in New England forest stands using Echidna ground-based lidar}, journal = {Remote Sensing of Environment}, volume = {115}, number = {11}, pages = {2965–2974}, DOI = {10.1016/j.rse.2010.03.019}, url = {https://doi.org/10.1016/j.rse.2010.03.019}, year = {2011}, type = {Journal Article} } @article{11811, author = {Yazdi, M. D. and Kuang, Z. and Dimakopoulou, K. and Barratt, B. and Suel, E. and Amini, H. and Lyapustin, A. and Katsouyanni, K. and Schwartz, J.}, title = {Predicting fine particulate matter (PM2.5) in the greater london area—An ensemble approach using machine learning methods}, journal = {Remote Sensing}, volume = {12}, number = {6}, DOI = {10.3390/rs12060914}, url = {https://doi.org/10.3390/rs12060914}, year = {2020}, type = {Journal Article} } @article{12065, author = {Ye, S. and Rogan, J. and Zhu, Zhe and Eastman, J. R.}, title = {A near-real-time approach for monitoring forest disturbance using Landsat time series—Stochastic continuous change detection}, journal = {Remote Sensing of Environment}, volume = {252}, DOI = {10.1016/j.rse.2020.112167}, url = {https://doi.org/10.1016/j.rse.2020.112167}, year = {2021}, type = {Journal Article} } @article{12178, author = {Ye, S. and Rogan, J. and Zhu, Zhe and Hawbaker, T. J. and Hart, S. J. and Andrus, R. A. and Meddens, A. J. H. and Hicke, J. A. and Eastman, J. R. and Kulakowski, D.}, title = {Detecting subtle change from dense Landsat time series—Case studies of mountain pine beetle and spruce beetle disturbance}, journal = {Remote Sensing of Environment}, volume = {263}, DOI = {10.1016/j.rse.2021.112560}, url = {https://doi.org/10.1016/j.rse.2021.112560}, year = {2021}, type = {Journal Article} } @article{12221, author = {Ye, X. and Arab, P. and Ahmadov, R. and James, E. and Grell, G. A. and Pierce, B. and Kumar, A. and Makar, P. and Chen, J. and Davignon, D. and Carmichael, G. R. and Ferrada, G. and McQueen, J. and Huang, J. and Kumar, R. and Emmons, L. and Herron-Thorpe, F. L. and Parrington, M. and Engelen, R. and Peuch, V. H. and Da Silva, A. and Soja, A. and Gargulinski, E. and Wiggins, E. and Hair, J. W. and Fenn, M. and Shingler, T. and Kondragunta, S. and Lyapustin, A. and Wang, Y. and Holben, B. and Giles, D. M. and Saide, P. E.}, title = {Evaluation and intercomparison of wildfire smoke forecasts from multiple modeling systems for the 2019 Williams Flats fire}, journal = {Atmospheric Chemistry and Physics}, volume = {21}, number = {18}, pages = {14427–14469}, DOI = {10.5194/acp-21-14427-2021}, url = {https://doi.org/10.5194/acp-21-14427-2021}, year = {2021}, type = {Journal Article} } @article{64, author = {Yeo, I. Y. and Lang, M. and Vermote, E.F.}, title = {Improved understanding of suspended sediment transport process using multi-temporal Landsat data—A case study from the Old Woman Creek Estuary (Ohio)}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {7}, number = {2}, pages = {636–647}, DOI = {10.1109/JSTARS.2013.2265191}, url = {https://doi.org/10.1109/JSTARS.2013.2265191}, year = {2013}, type = {Journal Article} } @article{2897, author = {Yi, B. and Yang, P. and Baum, B. A. and L'Ecuyer, T. and Oreopoulos, L. and Mlawer, E. J. and Heymsfield, A. J. and Liou, K. N.}, title = {Influence of ice particle surface roughening on the global cloud radiative effect}, journal = {Journal of the Atmospheric Sciences}, volume = {70}, number = {9}, pages = {2794–2807}, DOI = {10.1175/JAS-D-13-020.1}, url = {https://doi.org/10.1175/JAS-D-13-020.1}, year = {2013}, type = {Journal Article} } @article{2239, author = {Yi, Y. and Kimball, J. S. and Jones, L. A. and Reichle, R. H. and Nemani, R.R. and Margolis, H. A.}, title = {Recent climate and fire disturbance impacts on boreal and arctic ecosystem productivity estimated using a satellite-based terrestrial carbon flux model}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {118}, number = {2}, pages = {606–622}, DOI = {10.1002/jgrg.20053}, url = {https://doi.org/10.1002/jgrg.20053}, year = {2013}, type = {Journal Article} } @article{3050, author = {Yilmaz, M. T. and Anderson, M. C. and Zaitchik, B. and Hain, C. R. and Crow, W. T. and Ozdogan, M. and Chun, J. A. and Evans, J.}, title = {Comparison of prognostic and diagnostic surface flux modeling approaches over the Nile River Basin}, journal = {Water Resources Research}, volume = {50}, number = {1}, pages = {386–408}, DOI = {10.1002/2013WR014194}, url = {https://doi.org/10.1002/2013WR014194}, year = {2014}, type = {Journal Article} } @article{173, author = {Yilmaz, M. T. and Crow, W. T. and Anderson, M. C. and Hain, C.}, title = {An objective methodology for merging satellite- and model-based soil moisture products}, journal = {Water Resources Research}, volume = {48}, number = {11}, DOI = {10.1029/2011WR011682}, url = {https://doi.org/10.1029/2011WR011682}, year = {2012}, type = {Journal Article} } @article{11837, author = {Yin, H. and Brandão, A., Jr. and Buchner, J. and Helmers, D. and Iuliano, B. G. and Kimambo, N. E. and Lewińska, K. E. and Razenkova, E. and Rizayeva, A. and Rogova, N. and Spawn, S. A. and Xie, Y. and Radeloff, V. C.}, title = {Monitoring cropland abandonment with Landsat time series}, journal = {Remote Sensing of Environment}, volume = {246}, DOI = {10.1016/j.rse.2020.111873}, url = {https://doi.org/10.1016/j.rse.2020.111873}, year = {2020}, type = {Journal Article} } @article{10961, author = {Yin, H. and Butsic, V. and Buchner, J. and Kuemmerle, T. and Prishchepov, A. V. and Baumann, M. and Bragina, E. V. and Sayadyan, H. and Radeloff, V. C.}, title = {Agricultural abandonment and re-cultivation during and after the Chechen Wars in the northern Caucasus}, journal = {Global Environmental Change}, volume = {55}, pages = {149–159}, DOI = {10.1016/j.gloenvcha.2019.01.005}, url = {https://doi.org/10.1016/j.gloenvcha.2019.01.005}, year = {2019}, type = {Journal Article} } @article{3186, author = {Yin, H. and Pflugmacher, D. and Kennedy, R. E. and Sulla-Menashe, D. and Hostert, P.}, title = {Mapping annual land use and land cover changes using MODIS time series}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {7}, number = {8}, pages = {3421–3427}, DOI = {10.1109/JSTARS.2014.2348411}, url = {https://doi.org/10.1109/JSTARS.2014.2348411}, year = {2014}, type = {Journal Article} } @article{3752, author = {Yin, H. and Pflugmacher, D. and Li, A. and Li, Z. and Hostert, P.}, title = {Land use and land cover change in Inner Mongolia - understanding the effects of China's re-vegetation programs}, journal = {Remote Sensing of Environment}, volume = {204}, pages = {918–930}, DOI = {10.1016/j.rse.2017.08.030}, url = {https://doi.org/10.1016/j.rse.2017.08.030}, year = {2017}, type = {Journal Article} } @article{8411, author = {Yin, H. and Prishchepov, A. V. and Kuemmerle, T. and Bleyhl, B. and Buchner, J. and Radeloff, V. C.}, title = {Mapping agricultural land abandonment from spatial and temporal segmentation of Landsat time series}, journal = {Remote Sensing of Environment}, volume = {210}, pages = {12–24}, DOI = {10.1016/j.rse.2018.02.050}, url = {https://doi.org/10.1016/j.rse.2018.02.050}, year = {2018}, type = {Journal Article} } @article{12296, author = {Yin, H. and Tan, B. and Frantz, D. and Radeloff, V. C.}, title = {Integrated topographic corrections improve forest mapping using Landsat imagery}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {108}, abstract = {In mountainous environments, topography strongly affects the reflectance due to illumination effects and cast shadows, which introduce errors in land cover classifications. However, topographic correction is not routinely implemented in standard data pre-processing chains (e.g., Landsat Analysis Ready Data), and there is a lack of consensus whether topographic correction is necessary, and if so, how to conduct it. Furthermore, methods that correct simultaneously for atmospheric and topographic effects are becoming available, but they have not been compared directly. Our objects were to investigate (1) the effectiveness of two topographic correction approaches that integrate atmospheric and topographic correction, (2) improvements in classification accuracy when analyzing topographically corrected single-date imagery (14 July 2016 and 2 October 2016), versus a full Landsat time series from 2014 to 2016, and 3) improvements in classification accuracy when including additional terrain information (i.e. topographic slope, elevation, and aspect). We developed a physical based model and compared it with an enhanced C-correction, both of which integrate atmospheric and topographic correction. We compared classification accuracies with and without topographic correction using combinations of single-date imagery, image composites and spectral-temporal metrics generated from the full Landsat time series, and additional terrain information in the Caucasus Mountains. We found that both the enhanced C-correction and the physical model performed very well and largely eliminated the correlation (Pearson's correlation coefficient r ranges from 0.06 to 0.24) between surface reflectance and illumination condition, but the physical model performed best (r ranges from 0.05 to 0.11). Both image composites, and spectral-temporal metrics generated from corrected imagery, resulted in significantly (p ≤ 0.05) higher classification accuracies and better forest classifications, especially for the mixed forests. Adding terrain information reduced classification error significantly, but not as much as topographic correction. In summary, topographic correction remains necessary, even when analyzing a full Landsat time series and including a digital elevation model in the classification. We recommend that topographic correction should be applied when analyzing Landsat satellite imagery in mountainous region for forest cover classification. © 2022 The Authors}, DOI = {10.1016/j.jag.2022.102716}, url = {https://doi.org/10.1016/j.jag.2022.102716}, year = {2022}, type = {Journal Article} } @article{180, author = {Yin, H. and Udelhoven, T. and Fensholt, R. and Pflugmacher, D. and Hostert, P.}, title = {How normalized difference vegetation index (NDVI) trends from advanced very high resolution radiometer (AVHRR) and système probatoire d'observation de la terre vegetation (SPOT VGT) time series differ in agricultural areas—An inner mongolian case study}, journal = {Remote Sensing}, volume = {4}, number = {11}, pages = {3364–3389}, DOI = {10.3390/rs4113364}, url = {https://doi.org/10.3390/rs4113364}, year = {2012}, type = {Journal Article} } @article{10652, author = {Yin, J. and Zhan, X. and Hain, C. R. and Liu, J. and Anderson, M. C.}, title = {A method for objectively integrating soil moisture satellite observations and model simulations toward a blended drought index}, journal = {Water Resources Research}, volume = {54}, number = {9}, pages = {6772–6791}, DOI = {10.1029/2017WR021959}, url = {https://doi.org/10.1029/2017WR021959}, year = {2018}, type = {Journal Article} } @article{8394, author = {Ying, Q. and Hansen, M. C. and Potapov, P. V. and Tyukavina, A. and Wang, L. and Stehman, S. V. and Moore, R. and Hancher, M.}, title = {Global bare ground gain from 2000 to 2012 using Landsat imagery}, journal = {Remote Sensing of Environment}, volume = {194}, pages = {161–176}, DOI = {10.1016/j.rse.2017.03.022}, url = {https://doi.org/10.1016/j.rse.2017.03.022}, year = {2017}, type = {Journal Article} } @article{11874, author = {Ying, Q. and Hansen, M. C. and Sun, L. and Wang, L. and Steininger, M.}, title = {Satellite-detected gain in built-up area as a leading economic indicator}, journal = {Environmental Research Letters}, volume = {14}, number = {11}, DOI = {10.1088/1748-9326/ab443e}, url = {https://doi.org/10.1088/1748-9326/ab443e}, year = {2019}, type = {Journal Article} } @article{8803, author = {Yoshida, M. and Murakami, H. and Mitomi, Y. and Hori, M. and Thome, K. J. and Clark, D. K. and Fukushima, H.}, title = {Vicarious calibration of GLI by ground observation data}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {43}, number = {10}, pages = {2167–2175}, DOI = {10.1109/TGRS.2005.856113}, url = {https://doi.org/10.1109/TGRS.2005.856113}, year = {2005}, type = {Journal Article} } @article{8380, author = {Yoshida, Y. and Joiner, J. and Tucker, C. and Berry, J. and Lee, J. E. and Walker, G. and Reichle, R. and Koster, R. and Lyapustin, A.I. and Wang, Y.}, title = {The 2010 Russian drought impact on satellite measurements of solar-induced chlorophyll fluorescence—Insights from modeling and comparisons with parameters derived from satellite reflectances}, journal = {Remote Sensing of Environment}, volume = {166}, pages = {163–177}, DOI = {10.1016/j.rse.2015.06.008}, url = {https://doi.org/10.1016/j.rse.2015.06.008}, year = {2015}, type = {Journal Article} } @article{12075, author = {Younes, N. and Northfield, T. D. and Joyce, K. E. and Maier, S. W. and Duke, N. C. and Lymburner, L.}, title = {A novel approach to modelling mangrove phenology from satellite images—A case study from Northern Australia}, journal = {Remote Sensing}, volume = {12}, number = {24}, DOI = {10.3390/rs12244008}, url = {https://doi.org/10.3390/rs12244008}, year = {2020}, type = {Journal Article} } @article{3279, author = {Yu, L. and Ball, S. B. and Blinn, C. E. and Moeltner, K. and Peery, S. and Thomas, V. A. and Wynne, R. H.}, title = {Cloud-sourcing—Using an online labor force to detect clouds and cloud shadows in Landsat images}, journal = {Remote Sensing}, volume = {7}, number = {3}, pages = {2334–2351}, DOI = {10.3390/rs70302334}, url = {https://doi.org/10.3390/rs70302334}, year = {2015}, type = {Journal Article} } @article{12319, author = {Yu, Y. and Saatchi, S. and Domke, G. M. and Walters, B. and Woodall, C. and Ganguly, S. and Li, S. and Kalia, S. and Park, T. and Nemani, R. and Hagen, S. C. and Melendy, L.}, title = {Making the US national forest inventory spatially contiguous and temporally consistent}, journal = {Environmental Research Letters}, volume = {17}, number = {6}, abstract = {Signatories to the United Nations Framework Convention on Climate Change (UNFCCC) are required to annually report economy-wide greenhouse gas emissions and removals, including the forest sector. National forest inventory (NFI) is considered the main source of data for reporting forest carbon stocks and changes to UNFCCC. However, NFI samples are often collected asynchronously across regions in intervals of 5-10 years or sub-sampled annually, both introducing uncertainties in estimating annual carbon stock changes by missing a wide range of forest disturbance and recovery processes. Here, we integrate satellite observations with forest inventory data across the conterminous United States to improve the spatial and temporal resolution of NFI for estimating annual carbon stocks and changes. We used more than 120 000 permanent plots from the US forest inventory and analysis (FIA) data, surveyed periodically at sampling rate of 15%-20% per year across the US to develop non-parametric remote sensing-based models of aboveground biomass carbon density (AGC) at 1 ha spatial resolution for the years 2005, 2010, 2015, 2016, and 2017. The model provided a relatively unbiased estimation of AGC compared to ground inventory estimates at plot, county, and state scales. The uncertainty of the biomass maps and their contributions to estimates of forest carbon stock changes at county and state levels were quantified. Our results suggest that adding spatial and temporal dimensions to the forest inventory data, will significantly improve the accuracy and precision of carbon stocks and changes at jurisdictional scales. © 2022 The Author(s). Published by IOP Publishing Ltd.}, DOI = {10.1088/1748-9326/ac6b47}, url = {https://doi.org/10.1088/1748-9326/ac6b47}, year = {2022}, type = {Journal Article} } @article{355, author = {Yuan, F. and Sheng, Y. and Yao, T. and Fan, C. and Li, J. and Zhao, H. and Lei, Y.}, title = {Evaporative enrichment of oxygen-18 and deuterium in lake waters on the Tibetan Plateau}, journal = {Journal of Paleolimnology}, volume = {46}, number = {2}, pages = {291–307}, DOI = {10.1007/s10933-011-9540-y}, url = {https://doi.org/10.1007/s10933-011-9540-y}, year = {2011}, type = {Journal Article} } @misc{3460, author = {Yuan, K. and Thome, K.J. and McCorkel, J.T.}, title = {Radiometric cross-calibration of Terra ASTER and MODIS}, publisher = {Society of Photo-Optical Instrumentation Engineers (SPIE)}, volume = {Proceedings of SPIE Vol. 9607}, month = {9–13 August 2015}, note = {READY}, DOI = {10.1117/12.2185539}, url = {https://doi.org/10.1117/12.2185539}, year = {2015}, type = {Conference Paper} } @article{11907, author = {Yuan, T. and Lee, H. and Yu, H. and Jung, H. C. and Madson, A. and Sheng, Y. and Beighley, E.}, title = {Mapping forested floodplain topography using insar and radar altimetry}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {12}, number = {12}, pages = {5189–5198}, DOI = {10.1109/JSTARS.2019.2956400}, url = {https://doi.org/10.1109/JSTARS.2019.2956400}, year = {2019}, type = {Journal Article} } @article{2896, author = {Yuan, T. and Oreopoulos, L.}, title = {On the global character of overlap between low and high clouds}, journal = {Geophysical Research Letters}, volume = {40}, number = {19}, pages = {5320–5326}, DOI = {10.1002/grl.50871}, url = {https://doi.org/10.1002/grl.50871}, year = {2013}, type = {Journal Article} } @article{8569, author = {Yuan, T. and Oreopoulos, L. and Platnick, S. E. and Meyer, K.}, title = {Observations of local positive low cloud feedback patterns and their role in internal variability and climate sensitivity}, journal = {Geophysical Research Letters}, volume = {45}, number = {9}, pages = {4438–4445}, DOI = {10.1029/2018GL077904}, url = {https://doi.org/10.1029/2018GL077904}, year = {2018}, type = {Journal Article} } @article{8085, author = {Yuan, T. and Oreopoulos, L. and Zelinka, M. and Yu, H. and Norris, J. R. and Chin, M. and Platnick, S. and Meyer, K.}, title = {Positive low cloud and dust feedbacks amplify tropical North Atlantic Multidecadal Oscillation}, journal = {Geophysical Research Letters}, volume = {43}, number = {3}, pages = {1349–1356}, DOI = {10.1002/2016GL067679}, url = {https://doi.org/10.1002/2016GL067679}, year = {2016}, type = {Journal Article} } @article{2907, author = {Yuan, T. and Remer, L. A. and Bian, H. and Ziemke, J. R. and Albrecht, R. and Pickering, K. E. and Oreopoulos, L. and Goodman, S. J. and Yu, H. and Allen, D. J.}, title = {Aerosol indirect effect on tropospheric ozone via lightning}, journal = {Journal of Geophysical Research Atmospheres}, volume = {117}, number = {17}, DOI = {10.1029/2012JD017723}, url = {https://doi.org/10.1029/2012JD017723}, year = {2012}, type = {Journal Article} } @article{12082, author = {Yuan, T. and Song, H. and Wood, R. and Mohrmann, J. and Meyer, K. and Oreopoulos, L. and Platnick, S.}, title = {Applying deep learning to NASA MODIS data to create a community record of marine low-cloud mesoscale morphology}, journal = {Atmospheric Measurement Techniques}, volume = {13}, number = {12}, pages = {6989–6997}, DOI = {10.5194/amt-13-6989-2020}, url = {https://doi.org/10.5194/amt-13-6989-2020}, year = {2020}, type = {Journal Article} } @article{12333, author = {Yuan, T. and Song, H. and Wood, R. and Wang, C. and Oreopoulos, L. and Platnick, S. E. and Von Hippel, S. and Meyer, K. and Light, S. and Wilcox, E.}, title = {Global reduction in ship-tracks from sulfur regulations for shipping fuel}, journal = {Science Advances}, volume = {8}, number = {29}, abstract = {Ship-tracks are produced by ship-emitted aerosols interacting with low clouds. Here, we apply deep learning models on satellite data to produce the first global climatology map of ship-tracks. We show that ship-tracks are at the nexus of cloud physics, maritime shipping, and fuel regulation. Our map captures major shipping lanes while missing others because of background conditions. Ship-track frequency is more than 10 times higher than a previous survey, and its interannual fluctuations reflect variations in cross-ocean trade, shipping activity, and fuel regulations. Fuel regulation can alter both detected frequency and shipping routes due to cost. The 2020 fuel regulation, together with the coronavirus disease 2019 pandemic, reduced ship-track frequency to its lowest level in recent decades across the globe and may have ushered in an era of low frequency. The regulation reduces the aerosol indirect forcing from ship emissions by 46% or between 0.02 and 0.27 W m-2 given its current estimates. © 2022 American Association for the Advancement of Science. All rights reserved.}, DOI = {10.1126/sciadv.abn7988}, url = {https://doi.org/10.1126/sciadv.abn7988}, year = {2022}, type = {Journal Article} } @article{11061, author = {Yuan, T. and Wang, C. and Song, H. and Platnick, S. and Meyer, K. and Oreopoulos, L.}, title = {Automatically finding ship tracks to enable large-scale analysis of aerosol-cloud interactions}, journal = {Geophysical Research Letters}, volume = {46}, number = {13}, pages = {7726–7733}, DOI = {10.1029/2019GL083441}, url = {https://doi.org/10.1029/2019GL083441}, year = {2019}, type = {Journal Article} } @article{143, author = {Zagorodnov, V. and Nagornov, O. and Scambos, T. A. and Muto, A. and Mosley-Thompson, E. and Pettit, E. C. and Tyuflin, S.}, title = {Borehole temperatures reveal details of 20th century warming at Bruce Plateau, Antarctic Peninsula}, journal = {Cryosphere}, volume = {6}, number = {3}, pages = {675–686}, DOI = {10.5194/tc-6-675-2012}, url = {https://doi.org/10.5194/tc-6-675-2012}, year = {2012}, type = {Journal Article} } @article{278, author = {Zaitchik, B. F. and Simane, B. and Habib, S. and Anderson, M. C. and Ozdogan, M. and Foltz, J. D.}, title = {Building climate resilience in the Blue Nile/Abay Highlands—A role for earth system sciences}, journal = {International Journal of Environmental Research and Public Health}, volume = {9}, number = {2}, pages = {435–461}, DOI = {10.3390/ijerph9020435}, url = {https://doi.org/10.3390/ijerph9020435}, year = {2012}, type = {Journal Article} } @article{3405, author = {Zald, H. S. J. and Wulder, M. A. and White, J. C. and Hilker, T. and Hermosilla, T. and Hobart, G. W. and Coops, N. C.}, title = {Integrating Landsat pixel composites and change metrics with lidar plots to predictively map forest structure and aboveground biomass in Saskatchewan, Canada}, journal = {Remote Sensing of Environment}, volume = {176}, pages = {188–201}, DOI = {10.1016/j.rse.2016.01.015}, url = {https://doi.org/10.1016/j.rse.2016.01.015}, year = {2016}, type = {Journal Article} } @article{12129, author = {Zalles, V. and Hansen, M. C. and Potapov, P. V. and Parker, D. and Stehman, S. V. and Pickens, A. H. and Parente, L. L. and Ferreira, L. G. and Song, X. P. and Hernandez-Serna, A. and Kommareddy, I.}, title = {Rapid expansion of human impact on natural land in South America since 1985}, journal = {Science Advances}, volume = {7}, number = {14}, DOI = {10.1126/sciadv.abg1620}, url = {https://doi.org/10.1126/sciadv.abg1620}, year = {2021}, type = {Journal Article} } @article{11253, author = {Zalles, V. and Hansen, M. C. and Potapov, P. V. and Stehman, S. V. and Tyukavina, A. and Pickens, A. and Song, X. P. and Adusei, B. and Okpa, C. and Aguilar, R. and John, N. and Chavez, S.}, title = {Near doubling of Brazil’s intensive row crop area since 2000}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {116}, number = {2}, pages = {428–435}, DOI = {10.1073/pnas.1810301115}, url = {https://doi.org/10.1073/pnas.1810301115}, year = {2019}, type = {Journal Article} } @article{2801, author = {Zanoni, V. M. and Goward, S. N.}, title = {A new direction in Earth observations from space—IKONOS}, journal = {Remote Sensing of Environment}, volume = {88}, number = {1–2}, pages = {1–2}, DOI = {10.1016/j.rse.2003.08.011}, url = {https://doi.org/10.1016/j.rse.2003.08.011}, year = {2003}, type = {Journal Article} } @article{8836, author = {Zarin, D. J. and Harris, N. L. and Baccini, A. and Aksenov, D. and Hansen, M. C. and Azevedo-Ramos, C. and Azevedo, T. and Margono, B. A. and Alencar, A. C. and Gabris, C. and Allegretti, A. and Potapov, P. and Farina, M. and Walker, W. S. and Shevade, V. S. and Loboda, T. V. and Turubanova, S. and Tyukavina, A.}, title = {Can carbon emissions from tropical deforestation drop by 50% in 5 years?}, journal = {Global Change Biology}, volume = {22}, number = {4}, pages = {1336–1347}, DOI = {10.1111/gcb.13153}, url = {https://doi.org/10.1111/gcb.13153}, year = {2016}, type = {Journal Article} } @article{12353, author = {Zelinka, M. D. and Tan, I. and Oreopoulos, L. and Tselioudis, G.}, title = {Detailing cloud property feedbacks with a regime-based decomposition}, journal = {Climate Dynamics}, abstract = {Diagnosing the root causes of cloud feedback in climate models and reasons for inter-model disagreement is a necessary first step in understanding their wide variation in climate sensitivities. Here we bring together two analysis techniques that illuminate complementary aspects of cloud feedback. The first quantifies feedbacks from changes in cloud amount, altitude, and optical depth, while the second separates feedbacks due to cloud property changes within specific cloud regimes from those due to regime occurrence frequency changes. We find that in the global mean, shortwave cloud feedback averaged across ten models comes solely from a positive within-regime cloud amount feedback countered slightly by a negative within-regime optical depth feedback. These within-regime feedbacks are highly uniform: In nearly all regimes, locations, and models, cloud amount decreases and cloud albedo increases with warming. In contrast, global-mean across-regime components vary widely across models but are very small on average. This component, however, is dominant in setting the geographic structure of the shortwave cloud feedback: Thicker, more extensive cloud types increase at the expense of thinner, less extensive cloud types in the extratropics, and vice versa at low latitudes. The prominent negative extratropical optical depth feedback has contributions from both within- and across-regime components, suggesting that thermodynamic processes affecting cloud properties as well as dynamical processes that favor thicker cloud regimes are important. The feedback breakdown presented herein may provide additional targets for observational constraints by isolating cloud property feedbacks within specific regimes without the obfuscating effects of changing dynamics that may differ across timescales. © 2022, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.}, ISSN = {0930-7575}, DOI = {10.1007/s00382-022-06488-7}, url = {https://doi.org/10.1007/s00382-022-06488-7}, year = {in press}, type = {Journal Article} } @article{11769, author = {Zeng, W. and Tomppo, E. and Healey, S. P. and Gadow, K. V.}, title = {The national forest inventory in China—History—Results—International context}, journal = {Forest Ecosystems}, volume = {2}, number = {1}, DOI = {10.1186/s40663-015-0047-2}, url = {https://doi.org/10.1186/s40663-015-0047-2}, year = {2015}, type = {Journal Article} } @article{8901, author = {Zeng, X. and Rao, P. and DeFries, R. S. and Hansen, M. C.}, title = {Interannual variability and decadal trend of global fractional vegetation cover from 1982 to 2000}, journal = {Journal of Applied Meteorology}, volume = {42}, number = {10}, pages = {1525–1530}, DOI = {10.1175/1520-0450(2003)042<1525:IVADTO>2.0.CO;2}, url = {https://doi.org/10.1175/1520-0450(2003)042<1525:IVADTO>2.0.CO;2}, year = {2003}, type = {Journal Article} } @article{12298, author = {Zhai, Y. and Roy, D. P. and Martins, V. S. and Zhang, H. K. and Yan, L. and Li, Z.}, title = {Conterminous United States Landsat-8 top of atmosphere and surface reflectance tasseled cap transformation coefficients}, journal = {Remote Sensing of Environment}, volume = {274}, abstract = {The tasseled cap transformation (TCT) has been widely used to decompose satellite multi-spectral information into “brightness”, “greenness”, and “wetness” components. Published TCT coefficients for the Landsat sensor series have mainly been derived using top of atmosphere (TOA) reflectance and sparse data sets. Studies to derive TCT coefficients for Landsat surface reflectance (SR) are lacking. In this study, the TCT coefficients were derived independently for Landsat-8 Operational Land Imager (OLI) SR and TOA reflectance using the Gram-Schmidt orthogonalization (GSO) method. To ensure that the derived TCT coefficients are robust and broadly applicable, representative samples of soil, vegetation, and water were selected from summer and autumn Landsat-8 OLI Analysis Ready Data (ARD) sampled from 40.4 million 30 m pixel locations across the conterminous United States (CONUS). Given that the blue band is susceptible to atmospheric contamination due to its shorter wavelength, two groups of TCT coefficients were derived: one from 6 bands (Blue, Green, Red, NIR, SWIR1, SWIR2) and one from 5 bands without the blue band. As TCT results cannot be validated in a formal way, the TCT components for CONUS summer TOA and SR composites were generated and compared with National Land Cover Database (NLCD) land cover classes to provide a synoptic assessment and provide confidence in the results. In addition, three ARD tiles selected to encompass a mix of land cover types, predominantly, desert in Nevada, wetland and urban in Florida, and agriculture in North Dakota, were used to analyze the seasonal variation of the TCT components. The results demonstrate that the derived Landsat-8 TCT coefficients can effectively characterize brightness, greenness, and wetness components across the CONUS, and show good consistency for discrimination of land cover types and track seasonal surface variations. There was no significant difference between each TCT component derived using the 6-band and 5-band TCT coefficients considering a large sample of CONUS pixels. Therefore, the 5-band TCT coefficients provided in this study are recommended for use, as the blue band is atmospherically sensitive and difficult to atmospherically correct reliably. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.112992}, url = {https://doi.org/10.1016/j.rse.2022.112992}, year = {2022}, type = {Journal Article} } @article{8801, author = {Zhan, H. and Lee, Z. and Shi, P. and Chen, C. and Carder, K. L.}, title = {Retrieval of water optical properties for optically deep waters using genetic algorithms}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {41}, number = {5 pt. 2}, pages = {1123–1128}, DOI = {10.1109/TGRS.2003.813554}, url = {https://doi.org/10.1109/TGRS.2003.813554}, year = {2003}, type = {Journal Article} } @article{11020, author = {Zhan, S. and Song, C. and Wang, J. and Sheng, Y. and Quan, J.}, title = {A global assessment of terrestrial evapotranspiration increase due to surface water area change}, journal = {Earth's Future}, volume = {7}, number = {3}, pages = {266–282}, DOI = {10.1029/2018EF001066}, url = {https://doi.org/10.1029/2018EF001066}, year = {2019}, type = {Journal Article} } @misc{5699, author = {Zhan, X. and Anderson, M.C. and Liu, J.}, title = {Merging thermal and microwave satellite observations for a high-resolution soil moisture data product}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {4440–4441}, month = {25–30 July 2010}, note = {READY}, DOI = {10.1109/IGARSS.2010.5652038}, url = {https://doi.org/10.1109/IGARSS.2010.5652038}, year = {2010}, type = {Conference Paper} } @misc{7734, author = {Zhan, X. and Huang, C. and Townshend, J. and DeFries, R. and Hansen, M.C. and Dimiceli, C. and Sohlberg, R. and Hewson-Scardelletti, J. and Tompkins, A.}, title = {Land cover change detection with change vector in the red and near-infrared reflectance space}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {859–861}, month = {6–10 July 1998}, note = {READY}, DOI = {10.1109/IGARSS.1998.699607}, url = {https://doi.org/10.1109/IGARSS.1998.699607}, year = {1998}, type = {Conference Paper} } @article{8461, author = {Zhan, X. and Sohlberg, R. A. and Townshend, J. R. G. and DiMiceli, C. and Carroll, M. L. and Eastman, J. C. and Hansen, M. C. and DeFries, R. S.}, title = {Detection of land cover changes using MODIS 250 m data}, journal = {Remote Sensing of Environment}, volume = {83}, number = {1–2}, pages = {336–350}, DOI = {10.1016/S0034-4257(02)00081-0}, url = {https://doi.org/10.1016/S0034-4257(02)00081-0}, year = {2002}, type = {Journal Article} } @article{10565, author = {Zhang, C. and Franklin, S. E. and Wulder, M. A.}, title = {Geostatistical and texture analysis of airborne-acquired images used in forest classification}, journal = {International Journal of Remote Sensing}, volume = {25}, number = {4}, pages = {859–865}, DOI = {10.1080/01431160310001618059}, url = {https://doi.org/10.1080/01431160310001618059}, year = {2004}, type = {Journal Article} } @article{12119, author = {Zhang, C. and Long, D. and Zhang, Y. and Anderson, M. C. and Kustas, W. P. and Yang, Y.}, title = {A decadal (2008–2017) daily evapotranspiration data set of 1 km spatial resolution and spatial completeness across the North China Plain using TSEB and data fusion}, journal = {Remote Sensing of Environment}, volume = {262}, DOI = {10.1016/j.rse.2021.112519}, url = {https://doi.org/10.1016/j.rse.2021.112519}, year = {2021}, type = {Journal Article} } @article{2231, author = {Zhang, G. and Ganguly, S. and Nemani, R. R. and White, M. A. and Milesi, C. and Hashimoto, H. and Wang, W. and Saatchi, S. and Yu, Y. and Myneni, R. B.}, title = {Estimation of forest aboveground biomass in California using canopy height and leaf area index estimated from satellite data}, journal = {Remote Sensing of Environment}, volume = {151}, pages = {44–56}, DOI = {10.1016/j.rse.2014.01.025}, url = {https://doi.org/10.1016/j.rse.2014.01.025}, year = {2014}, type = {Journal Article} } @misc{2278, author = {Zhang, G. and Lowry, K. and Nemani, R.R. and Skiles, J. W. and Schmidt, C.}, title = {Modeling current and future water use in Utah with NASA's Terrestrial Observation and Prediction System}, publisher = {American Society for Photogrammetry and Remote Sensing}, volume = {Proceedings}, pages = {934–942}, month = {8–13 March 2009}, note = {READY}, DOI = {http://www.asprs.org/a/publications/proceedings/baltimore09/0108.pdf}, url = {http://www.asprs.org/a/publications/proceedings/baltimore09/0108.pdf}, year = {2009}, type = {Conference Paper} } @article{10938, author = {Zhang, G. and Yao, T. and Chen, W. and Zheng, G. and Shum, C. K. and Yang, K. and Piao, S. and Sheng, Y. and Yi, S. and Li, J. and O'Reilly, C. M. and Qi, S. and Shen, S. S. P. and Zhang, H. and Jia, Y.}, title = {Regional differences of lake evolution across China during 1960s–2015 and its natural and anthropogenic causes}, journal = {Remote Sensing of Environment}, volume = {221}, pages = {386–404}, DOI = {10.1016/j.rse.2018.11.038}, url = {https://doi.org/10.1016/j.rse.2018.11.038}, year = {2019}, type = {Journal Article} } @article{9095, author = {Zhang, H. and Hoff, R. M. and Kondragunta, S. and Laszlo, I. and Lyapustin, A.I.}, title = {Aerosol optical depth (AOD) retrieval using simultaneous GOES-East and GOES-West reflected radiances over the western United States}, journal = {Atmospheric Measurement Techniques}, volume = {6}, number = {2}, pages = {471–486}, DOI = {10.5194/amt-6-471-2013}, url = {https://doi.org/10.5194/amt-6-471-2013}, year = {2013}, type = {Journal Article} } @article{9083, author = {Zhang, H. and Lyapustin, A.I. and Wang, Y. and Kondragunta, S. and Laszlo, I. and Ciren, P. and Hoff, R. M.}, title = {A multi-angle aerosol optical depth retrieval algorithm for geostationary satellite data over the United States}, journal = {Atmospheric Chemistry and Physics}, volume = {11}, number = {23}, pages = {11977–11991}, DOI = {10.5194/acp-11-11977-2011}, url = {https://doi.org/10.5194/acp-11-11977-2011}, year = {2011}, type = {Journal Article} } @article{3499, author = {Zhang, H. K. and Roy, D. P.}, title = {Computationally inexpensive Landsat 8 Operational Land Imager (OLI) pansharpening}, journal = {Remote Sensing}, volume = {8}, number = {3}, DOI = {10.3390/rs8030180}, url = {https://doi.org/10.3390/rs8030180}, year = {2016}, type = {Journal Article} } @article{3564, author = {Zhang, H. K. and Roy, D. P.}, title = {Landsat 5 Thematic Mapper reflectance and NDVI 27-year time series inconsistencies due to satellite orbit change}, journal = {Remote Sensing of Environment}, volume = {186}, pages = {217–233}, DOI = {10.1016/j.rse.2016.08.022}, url = {https://doi.org/10.1016/j.rse.2016.08.022}, year = {2016}, type = {Journal Article} } @article{3725, author = {Zhang, H. K. and Roy, D. P.}, title = {Using the 500 m MODIS land cover product to derive a consistent continental scale 30 m Landsat land cover classification}, journal = {Remote Sensing of Environment}, volume = {197}, pages = {15–34}, DOI = {10.1016/j.rse.2017.05.024}, url = {https://doi.org/10.1016/j.rse.2017.05.024}, year = {2017}, type = {Journal Article} } @article{8817, author = {Zhang, H. K. and Roy, D. P. and Kovalskyy, V.}, title = {Optimal solar geometry definition for global long-term Landsat time-series bidirectional reflectance normalization}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {54}, number = {3}, pages = {1410–1418}, DOI = {10.1109/TGRS.2015.2480684}, url = {https://doi.org/10.1109/TGRS.2015.2480684}, year = {2016}, type = {Journal Article} } @article{11795, author = {Zhang, H. K. and Roy, D. P. and Kovalskyy, V.}, title = {Correction to—Optimal solar geometry definition for global long-term Landsat time-series bidirectional reflectance normalization (IEEE Transactions on Geoscience and Remote Sensing (2016) 54:3 (1410-1418) DOI—10.1109/TGRS.2015.2480684)}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {56}, number = {6}, pages = {3624–3624}, DOI = {10.1109/TGRS.2018.2827478}, url = {https://doi.org/10.1109/TGRS.2018.2827478}, year = {2018}, type = {Journal Article} } @article{8418, author = {Zhang, H. K. and Roy, D. P. and Yan, L. and Li, Z. and Huang, H. and Vermote, E.F. and Skakun, S. and Roger, J. C.}, title = {Characterization of Sentinel-2A and Landsat-8 top of atmosphere, surface, and nadir BRDF adjusted reflectance and NDVI differences}, journal = {Remote Sensing of Environment}, volume = {215}, pages = {482–494}, DOI = {10.1016/j.rse.2018.04.031}, url = {https://doi.org/10.1016/j.rse.2018.04.031}, year = {2018}, type = {Journal Article} } @misc{6512, author = {Zhang, J. and Becker-Reshef, I. and Justice, C.O.}, title = {Evaluating the impacts of drought on crop production from satellite observations—A case study in Kansas}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2058–2061}, month = {13–18 July 2014}, note = {READY}, DOI = {10.1109/IGARSS.2014.6946869}, url = {https://doi.org/10.1109/IGARSS.2014.6946869}, year = {2014}, type = {Conference Paper} } @misc{6899, author = {Zhang, J. and Becker-Reshef, I. and Justice, C.O.}, title = {Evaluation of the ASCAT surface soil moisture product for agricultural drought monitoring in USA}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {669–672}, month = {26–31 July 2015}, note = {READY}, DOI = {10.1109/IGARSS.2015.7325852}, url = {https://doi.org/10.1109/IGARSS.2015.7325852}, year = {2015}, type = {Conference Paper} } @article{8979, author = {Zhang, J. and Lee, C. and Votava, P. and Lee, T. J. and Nemani, R.R. and Foster, I.}, title = {A community-oriented workflow reuse and recommendation technique}, journal = {International Journal of Business Process Integration and Management}, volume = {7}, number = {3}, pages = {197–212}, DOI = {10.1504/IJBPIM.2015.071265}, url = {https://doi.org/10.1504/IJBPIM.2015.071265}, year = {2015}, type = {Journal Article} } @article{9077, author = {Zhang, J. and Lee, C. and Votava, P. and Lee, T. J. and Wang, S. and Sriram, V. and Saini, N. and Rao, P. and Nemani, R.R.}, title = {A trust-powered technique to facilitate scientific tool discovery and recommendation}, journal = {International Journal of Web Services Research}, volume = {12}, number = {3}, pages = {25–47}, DOI = {10.4018/IJWSR.2015070102}, url = {https://doi.org/10.4018/IJWSR.2015070102}, year = {2015}, type = {Journal Article} } @misc{6561, author = {Zhang, J. and Lee, C. and Xiao, S. and Votava, P. and Lee, T. J. and Nemani, R.R. and Foster, I.}, title = {A community-driven workflow recommendations and reuse infrastructure}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {162–172}, month = {7–11 April 2014}, note = {READY}, DOI = {10.1109/SOSE.2014.23}, url = {https://doi.org/10.1109/SOSE.2014.23}, year = {2014}, type = {Conference Paper} } @misc{10931, author = {Zhang, J. and Pourreza, M. and Lee, S. and Nemani, R. and Lee, T. J.}, title = {Unit of work supporting generative scientific workflow recommendation}, publisher = {Springer}, volume = {Lecture Notes in Computer Science, Vol. 11236}, pages = {446–462}, month = {12–15 November 2018}, note = {READY}, DOI = {10.1007/978-3-030-03596-9_32}, url = {https://doi.org/10.1007/978-3-030-03596-9_32}, year = {2018}, type = {Conference Paper} } @article{824, author = {Zhang, J. and Roy, D.P. and Devadiga, S. and Zheng, M.}, title = {Anomaly detection in MODIS land products via time series analysis}, journal = {Geo-Spatial Information Science}, volume = {10}, number = {1}, pages = {44–50}, DOI = {10.1007/s11806-007-0003-6}, url = {https://doi.org/10.1007/s11806-007-0003-6}, year = {2007}, type = {Journal Article} } @misc{2232, author = {Zhang, J. and Votava, P. and Lee, T. J. and Adhikarla, S. and Kulkumjon, I. and Schlau, M. and Natesan, D. and Nemani, R.R.}, title = {A technique of analyzing trust relationships to facilitate scientific service discovery and recommendation}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {57–64}, month = {27 June–2 July 2013}, note = {READY}, DOI = {10.1109/SCC.2013.104}, url = {https://doi.org/10.1109/SCC.2013.104}, year = {2013}, type = {Conference Paper} } @misc{2233, author = {Zhang, J. and Votava, P. and Lee, T. J. and Chu, O. and Li, C. and Liu, D. and Liu, K. and Xin, N. and Nemani, R.R.}, title = {Bridging VisTrails scientific workflow management system to high performance computing}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {29–36}, month = {27 June–2 July 2013}, note = {READY}, DOI = {10.1109/SERVICES.2013.64}, url = {https://doi.org/10.1109/SERVICES.2013.64}, year = {2013}, type = {Conference Paper} } @article{11110, author = {Zhang, J. and Zhao, Y. and Abbott, A. L. and Wynne, R. H. and Hu, Z. and Zou, Y. and Tian, S.}, title = {Automated mapping of typical cropland strips in the North China Plain using small Unmanned Aircraft Systems (sUAS) photogrammetry}, journal = {Remote Sensing}, volume = {11}, number = {20}, DOI = {10.3390/rs11202343}, url = {https://doi.org/10.3390/rs11202343}, year = {2019}, type = {Journal Article} } @article{2270, author = {Zhang, K. and Kimball, J. S. and Nemani, R. R. and Running, S. W.}, title = {A continuous satellite-derived global record of land surface evapotranspiration from 1983 to 2006}, journal = {Water Resources Research}, volume = {46}, number = {9}, DOI = {10.1029/2009WR008800}, url = {https://doi.org/10.1029/2009WR008800}, year = {2010}, type = {Journal Article} } @article{8591, author = {Zhang, K. and Kimball, J. S. and Nemani, R. R. and Running, S. W. and Hong, Y. and Gourley, J. J. and Yu, Z.}, title = {Vegetation greening and climate change promote multidecadal rises of global land evapotranspiration}, journal = {Scientific Reports}, volume = {5}, DOI = {10.1038/srep15956}, url = {https://doi.org/10.1038/srep15956}, year = {2015}, type = {Journal Article} } @article{827, author = {Zhang, L. and Wylie, B. and Loveland, T.R. and Fosnight, E. and Tieszen, L. L. and Ji, L. and Gilmanov, T.}, title = {Evaluation and comparison of gross primary production estimates for the Northern Great Plains grasslands}, journal = {Remote Sensing of Environment}, volume = {106}, number = {2}, pages = {173–189}, DOI = {10.1016/j.rse.2006.08.012}, url = {https://doi.org/10.1016/j.rse.2006.08.012}, year = {2007}, type = {Journal Article} } @article{8473, author = {Zhang, M. and Carder, K.L. and Muller-Karger, F. E. and Lee, Z. and Goldgof, D. B.}, title = {Noise reduction and atmospheric correction for coastal applications of Landsat Thematic Mapper imagery}, journal = {Remote Sensing of Environment}, volume = {70}, number = {2}, pages = {167–180}, DOI = {10.1016/S0034-4257(99)00031-0}, url = {https://doi.org/10.1016/S0034-4257(99)00031-0}, year = {1999}, type = {Journal Article} } @article{8641, author = {Zhang, P. and Bounoua, L. and Imhoff, M. L. and Wolfe, R. E. and Thome, K.J.}, title = {Comparison of MODIS land surface temperature and air temperature over the continental USA meteorological stations}, journal = {Canadian Journal of Remote Sensing}, volume = {40}, number = {2}, pages = {110–122}, DOI = {10.1080/07038992.2014.935934}, url = {https://doi.org/10.1080/07038992.2014.935934}, year = {2014}, type = {Journal Article} } @misc{7142, author = {Zhang, P. and Bounoua, L. and Thome, K.J. and Wolfe, R.}, title = {Modeling impact of urbanization in us cities using simple biosphere model SiB2}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {6758–6761}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7730764}, url = {https://doi.org/10.1109/IGARSS.2016.7730764}, year = {2016}, type = {Conference Paper} } @article{8642, author = {Zhang, P. and Bounoua, L. and Thome, K.J. and Wolfe, R. and Imhoff, M.}, title = {Modeling surface climate in U.S. cities using Simple Biosphere Model SiB2}, journal = {Canadian Journal of Remote Sensing}, volume = {41}, number = {6}, pages = {525–535}, DOI = {10.1080/07038992.2015.1110013}, url = {https://doi.org/10.1080/07038992.2015.1110013}, year = {2015}, type = {Journal Article} } @article{8373, author = {Zhang, Q. and Cheng, Y. B. and Lyapustin, A. I. and Wang, Y. and Gao, F. and Suyker, A. and Verma, S. and Middleton, E. M.}, title = {Estimation of crop gross primary production (GPP)—fAPARchl versus MOD15A2 FPAR}, journal = {Remote Sensing of Environment}, volume = {153}, pages = {1–6}, DOI = {10.1016/j.rse.2014.07.012}, url = {https://doi.org/10.1016/j.rse.2014.07.012}, year = {2014}, type = {Journal Article} } @article{8170, author = {Zhang, Q. and Cheng, Y. B. and Lyapustin, A. I. and Wang, Y. and Xiao, X. and Suyker, A. and Verma, S. and Tan, B. and Middleton, E. M.}, title = {Estimation of crop gross primary production (GPP)—I. impact of MODIS observation footprint and impact of vegetation BRDF characteristics}, journal = {Agricultural and Forest Meteorology}, volume = {191}, pages = {51–63}, DOI = {10.1016/j.agrformet.2014.02.002}, url = {https://doi.org/10.1016/j.agrformet.2014.02.002}, year = {2014}, type = {Journal Article} } @article{8171, author = {Zhang, Q. and Cheng, Y. B. and Lyapustin, A. I. and Wang, Y. and Zhang, X. and Suyker, A. and Verma, S. and Shuai, Y. and Middleton, E. M.}, title = {Estimation of crop gross primary production (GPP)—II. Do scaled MODIS vegetation indices improve performance?}, journal = {Agricultural and Forest Meteorology}, volume = {200}, pages = {1–8}, DOI = {10.1016/j.agrformet.2014.09.003}, url = {https://doi.org/10.1016/j.agrformet.2014.09.003}, year = {2015}, type = {Journal Article} } @article{2493, author = {Zhang, Q. and Devers, D. and Desch, A. and Justice, C. O. and Townshend, J.}, title = {Mapping tropical deforestation in Central Africa}, journal = {Environmental Monitoring and Assessment}, volume = {101}, number = {1–3}, pages = {69–83}, DOI = {10.1007/s10661-005-9132-2}, url = {https://doi.org/10.1007/s10661-005-9132-2}, year = {2005}, type = {Journal Article} } @article{10587, author = {Zhang, Q. and Justice, C. O.}, title = {Carbon emissions and sequestration potential of Central African ecosystems}, journal = {Ambio}, volume = {30}, number = {6}, pages = {351–355}, DOI = {10.1579/0044-7447-30.6.351}, url = {https://doi.org/10.1579/0044-7447-30.6.351}, year = {2001}, type = {Journal Article} } @article{2514, author = {Zhang, Q. and Justice, C. O. and Desanker, P. V.}, title = {Impacts of simulated shifting cultivation on deforestation and the carbon stocks of the forests of central Africa}, journal = {Agriculture, Ecosystems and Environment}, volume = {90}, number = {2}, pages = {203–209}, DOI = {10.1016/S0167-8809(01)00332-2}, url = {https://doi.org/10.1016/S0167-8809(01)00332-2}, year = {2002}, type = {Journal Article} } @article{2483, author = {Zhang, Q. and Justice, C. O. and Jiang, M. and Brunner, J. and Wilkie, D. S.}, title = {A GIS-based assessment on the vulnerability and future extent of the tropical forests of the Congo Basin}, journal = {Environmental Monitoring and Assessment}, volume = {114}, number = {1-3}, pages = {107–121}, DOI = {10.1007/s10661-006-2015-3}, url = {https://doi.org/10.1007/s10661-006-2015-3}, year = {2006}, type = {Journal Article} } @article{118, author = {Zhang, Q. and Schaaf, C.B. and Seto, K. C.}, title = {The Vegetation adjusted NTL Urban Index—A new approach to reduce saturation and increase variation in nighttime luminosity}, journal = {Remote Sensing of Environment}, volume = {129}, pages = {32–41}, DOI = {10.1016/j.rse.2012.10.022}, url = {https://doi.org/10.1016/j.rse.2012.10.022}, year = {2013}, type = {Journal Article} } @article{11695, author = {Zhang, Q. and Yao, T. and Huemmrich, K. F. and Middleton, E. M. and Lyapustin, A. and Wang, Y.}, title = {Evaluating impacts of snow, surface water, soil and vegetation on empirical vegetation and snow indices for the Utqiaġvik tundra ecosystem in Alaska with the LVS3 model}, journal = {Remote Sensing of Environment}, volume = {240}, DOI = {10.1016/j.rse.2020.111677}, url = {https://doi.org/10.1016/j.rse.2020.111677}, year = {2020}, type = {Journal Article} } @misc{7144, author = {Zhang, Q. and Yao, T. and Middleton, E. M. and Lyapustin, A. I. and Wang, Y.}, title = {Preliminary fAPARchl products from MODIS and hyperion}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {5358–5361}, month = {10–15 July 2016}, note = {READY}, DOI = {10.1109/IGARSS.2016.7730396}, url = {https://doi.org/10.1109/IGARSS.2016.7730396}, year = {2016}, type = {Conference Paper} } @article{12339, author = {Zhang, S. and Zhao, H. and Sheng, Y. and Chen, S. and Li, G. and Chen, F.}, title = {Late Quaternary lake level record of Orog Nuur, southern Mongolia, revealed by optical dating of paleo-shorelines}, journal = {Quaternary Geochronology}, volume = {72}, abstract = {The Late Quaternary hydroclimatic evolution of lake systems in Mongolia remains unclear. Here we present a record of lake level variations at Orog Nuur in the Valley of Gobi Lakes in southern Mongolia, since the last interglaciation, based on paleo-shoreline dating using quartz optically stimulated luminescence (OSL) and K-feldspar post-infrared infrared stimulated luminescence (pIRIR) signals. Due to feldspar contamination that could not be eliminated, the OSL signals of quartz single-aliquots (SA), except for two Holocene samples, were unsuitable for dating and a double SA regenerative-dose (SAR) protocol was used for the quartz fraction of these two samples. The pIR50IR170 and pIR200IR290 signals of K-feldspar SA were used to date Holocene samples and old samples (>100 ka), respectively, with the SAR protocol. To determine the bleaching condition of the pIR200IR290 signals, the first pIRIR dating of K-feldspar single-grains of lake shoreline sediments in Mongolia was performed. The equivalent doses of K-feldspar grains show normal distributions, suggesting that the pIR200IR290 signals are well-bleached. Overall, the results, combined with those of previous studies, show that a mega-lake developed at 56 m above the modern lake level (a.m.l.) during MIS 5e (124.2 ± 6.8–114.7 ± 8.0 ka). Holocene high-stands occurred in the last deglaciation–early Holocene (11.1 ± 1.0 ka) at 23 m a.m.l. and in the mid-Holocene (6.7 ± 0.8–3.3 ± 0.4 ka) at 20–14 m a.m.l. The dimensions of the paleo-lakes were recovered, and a hydrological index indicates that the effective moisture during MIS 5e and the mid-Holocene was 10.7 times and 3.6–5.0 times larger than today, respectively. Finally, the possible mechanisms behind the lake level history are discussed based on correlation with independent paleoclimatic records. © 2022 Elsevier B.V.}, DOI = {10.1016/j.quageo.2022.101370}, url = {https://doi.org/10.1016/j.quageo.2022.101370}, year = {2022}, type = {Journal Article} } @article{12306, author = {Zhang, S. and Zhao, H. and Sheng, Y. and Zhang, J. and Zhang, J. and Sun, A. and Wang, L. and Huang, L. and Hou, J. and Chen, F.}, title = {Mega-lakes in the northwestern Tibetan Plateau formed by melting glaciers during the last deglacial}, journal = {Quaternary Science Reviews}, volume = {285}, abstract = {Rapid lake expansions along with intensive glacier loss in the Tibetan Plateau (TP) in recent decades indicate an enhanced hydrological circulation. Well-preserved paleo-shorelines up to ∼200 m above modern levels in the TP attest to much greater lake expansions in the past and serve as analogues for future lake evolution under climate changes. Mega-lakes in the inner TP, defined by the highest paleo-shorelines, were mainly formed in the early–middle Holocene and are mainly attributed to a high monsoonal rainfall. However, the effect of melting glaciers on the mega-lakes was rarely evaluated, and reliable mega-lake ages are scarce, especially in the northwestern TP (NWTP). We studied six mega-lakes in the NWTP by dating the highest paleo-shorelines using optical dating of multiple and single grains and then reconstructing the paleo-hydrology. The results show that four mega-lakes existed during the last deglacial (16.3–12.6 ka). They had lake levels 53–269 m higher than today and areas up to 7.3 times larger than the modern lakes, containing up to 105.4 km3 more water. A comparison of mega-lakes across the TP and correlation with independent paleoclimatic records reveal that these mega-lakes attained larger relative sizes (lake area/basin land area ratio) under a dry climate and intensive glacier melting during the last deglacial than the non-glacier-fed mega-lakes that developed in response to the early–middle Holocene rainfall maximum. We suggest that they were formed by melting glaciers, and therefore glaciers had major impacts on long-term lake evolution in the NWTP. © 2022 Elsevier Ltd}, DOI = {10.1016/j.quascirev.2022.107528}, url = {https://doi.org/10.1016/j.quascirev.2022.107528}, year = {2022}, type = {Journal Article} } @article{8961, author = {Zhang, T. and Gao, F. and Muhamedsalih, H. and Lou, S. and Martin, H. and Jiang, X.}, title = {Improvement of the fringe analysis algorithm for wavelength scanning interferometry based on filter parameter optimization}, journal = {Applied Optics}, volume = {57}, number = {9}, pages = {2227–2234}, DOI = {10.1364/AO.57.002227}, url = {https://doi.org/10.1364/AO.57.002227}, year = {2018}, type = {Journal Article} } @misc{10169, author = {Zhang, Tingjun and Haran, Terry and Scambos, T.A.}, title = {Spatial and temporal variations of surface albedo and snowmelt in northern Alaska using AVHRR polar pathfinder datasets}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1766–1768}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.857339}, url = {https://doi.org/10.1109/IGARSS.2000.857339}, year = {2000}, type = {Conference Paper} } @article{1187, author = {Zhang, T. and Scambos, T.A. and Haran, T. and Hinzman, L. D. and Barry, R. G. and Kane, D. L.}, title = {Ground-based and satellite-derived measurements of surface albedo on the North Slope of Alaska}, journal = {Journal of Hydrometeorology}, volume = {4}, number = {1}, pages = {77–91}, DOI = {10.1175/1525-7541(2003)004<0077:GBASDM>2.0.CO;2}, url = {https://doi.org/10.1175/1525-7541(2003)004<0077:GBASDM>2.0.CO;2}, year = {2003}, type = {Journal Article} } @misc{10988, author = {Zhang, W. and Wang, J. and Jin, D. and Oreopoulos, L. and Zhang, Z.}, title = {A deterministic self-organizing map approach and its application on satellite data based cloud type classification}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2027–2034}, month = {10–13 December 2018}, note = {READY}, DOI = {10.1109/BigData.2018.8622558}, url = {https://doi.org/10.1109/BigData.2018.8622558}, year = {2019}, type = {Conference Paper} } @article{837, author = {Zhang, X. and Friedl, M. A. and Schaaf, C. B.}, title = {Global vegetation phenology from Moderate Resolution Imaging Spectroradiometer (MODIS)—Evaluation of global patterns and comparison with in situ measurements}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {111}, number = {4}, DOI = {10.1029/2006JG000217}, url = {https://doi.org/10.1029/2006JG000217}, year = {2006}, type = {Journal Article} } @article{599, author = {Zhang, X. and Friedl, M. A. and Schaaf, C. B.}, title = {Sensitivity of vegetation phenology detection to the temporal resolution of satellite data}, journal = {International Journal of Remote Sensing}, volume = {30}, number = {8}, pages = {2061–2074}, DOI = {10.1080/01431160802549237}, url = {https://doi.org/10.1080/01431160802549237}, year = {2009}, type = {Journal Article} } @article{1086, author = {Zhang, X. and Friedl, M. A. and Schaaf, C. B. and Strahler, A. H.}, title = {Climate controls on vegetation phenological patterns in northern mid- and high latitudes inferred from MODIS data}, journal = {Global Change Biology}, volume = {10}, number = {7}, pages = {1133–1145}, DOI = {10.1111/j.1529-8817.2003.00784.x}, url = {https://doi.org/10.1111/j.1529-8817.2003.00784.x}, year = {2004}, type = {Journal Article} } @misc{10117, author = {Zhang, X. and Friedl, M. A. and Schaaf, C. B. and Strahler, A. H. and Hodges, J. C. F. and Gao, F.}, title = {Using MODIS data to study the relation between climatic spatial variability and vegetation phenology in northern high latitudes}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1149–1151}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1025804}, url = {https://doi.org/10.1109/IGARSS.2002.1025804}, year = {2002}, type = {Conference Paper} } @article{1182, author = {Zhang, X. and Friedl, M. A. and Schaaf, C. B. and Strahler, A. H. and Hodges, J. C. F. and Gao, F. and Reed, B. C. and Huete, A.}, title = {Monitoring vegetation phenology using MODIS}, journal = {Remote Sensing of Environment}, volume = {84}, number = {3}, pages = {471–475}, DOI = {10.1016/S0034-4257(02)00135-9}, url = {https://doi.org/10.1016/S0034-4257(02)00135-9}, year = {2003}, type = {Journal Article} } @article{996, author = {Zhang, X. and Friedl, M. A. and Schaaf, C. B. and Strahler, A. H. and Liu, Z.}, title = {Monitoring the response of vegetation phenology to precipitation in Africa by coupling MODIS and TRMM instruments}, journal = {Journal of Geophysical Research Atmospheres}, volume = {110}, number = {12}, pages = {1–14}, DOI = {10.1029/2004JD005263}, url = {https://doi.org/10.1029/2004JD005263}, year = {2005}, type = {Journal Article} } @article{1089, author = {Zhang, X. and Friedl, M. A. and Schaaf, C. B. and Strahler, A. H. and Schneider, A.}, title = {The footprint of urban climates on vegetation phenology}, journal = {Geophysical Research Letters}, volume = {31}, number = {12}, pages = {L12209 1–4}, DOI = {10.1029/2004GL020137}, url = {https://doi.org/10.1029/2004GL020137}, year = {2004}, type = {Journal Article} } @misc{10146, author = {Zhang, X. and Hodges, J. C. F. and Schaaf, C. B. and Friedl, M. A. and Strahler, A. H. and Gao, F.}, title = {Global vegetation phenology from AVHRR and MODIS data}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2262–2264}, month = {9–13 July 2001}, note = {READY}, DOI = {10.1109/IGARSS.2001.977969}, url = {https://doi.org/10.1109/IGARSS.2001.977969}, year = {2001}, type = {Conference Paper} } @article{8175, author = {Zhang, X. and Jayavelu, S. and Liu, L. and Friedl, M. A. and Henebry, G. M. and Liu, Y. and Schaaf, C. B. and Richardson, A. D. and Gray, J.}, title = {Evaluation of land surface phenology from VIIRS data using time series of PhenoCam imagery}, journal = {Agricultural and Forest Meteorology}, volume = {256–257}, pages = {137–149}, DOI = {10.1016/j.agrformet.2018.03.003}, url = {https://doi.org/10.1016/j.agrformet.2018.03.003}, year = {2018}, type = {Journal Article} } @article{3168, author = {Zhang, X. and Kondragunta, S. and Roy, D. P.}, title = {Interannual variation in biomass burning and fire seasonality derived from geostationary satellite data across the contiguous United States from 1995 to 2011}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {119}, number = {6}, pages = {1147–1162}, DOI = {10.1002/2013JG002518}, url = {https://doi.org/10.1002/2013JG002518}, year = {2014}, type = {Journal Article} } @article{8425, author = {Zhang, X. and Liu, L. and Liu, Y. and Jayavelu, S. and Wang, J. and Moon, M. and Henebry, G. M. and Friedl, M. A. and Schaaf, C. B.}, title = {Generation and evaluation of the VIIRS land surface phenology product}, journal = {Remote Sensing of Environment}, volume = {216}, pages = {212–229}, DOI = {10.1016/j.rse.2018.06.047}, url = {https://doi.org/10.1016/j.rse.2018.06.047}, year = {2018}, type = {Journal Article} } @misc{10116, author = {Zhang, X. and Schaaf, C. B. and Friedl, M. A. and Strahler, A. H. and Gao, F. and Hodges, J. C. F.}, title = {MODIS tasseled cap transformation and its utility}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {1063–1065}, month = {24–28 June 2002}, note = {READY}, DOI = {10.1109/IGARSS.2002.1025776}, url = {https://doi.org/10.1109/IGARSS.2002.1025776}, year = {2002}, type = {Conference Paper} } @misc{10184, author = {Zhang, Xiaoyang and Schaaf, Crystal B. and Gao, F. and Friedl, Mark A. and Strahler, Alan H. and Hodges, John C. F.}, title = {Mapping land cover and green vegetation abundance using MODIS-like data—A case study of New England}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, volume = {Proceedings}, pages = {2005–2007}, month = {24–28 July 2000}, note = {READY}, DOI = {10.1109/IGARSS.2000.858246}, url = {https://doi.org/10.1109/IGARSS.2000.858246}, year = {2000}, type = {Conference Paper} } @article{12392, author = {Zhang, X. and Shen, Y. and Gao, S. and Wang, W. and Schaaf, C.}, title = {Diverse responses of multiple satellite-derived vegetation greenup onsets to dry periods in the Amazon}, journal = {Geophysical Research Letters}, volume = {49}, number = {20}, abstract = {Satellite-derived vegetation greenness and seasonal dynamics in the Amazon have generated considerable academic debate over the past two decades. Despite this, the phenological timing of Amazon forests and, in particular their responses to dry periods, remain poorly understood. Here we explicitly identify the diverse timing of vegetation canopy greenup onsets from 10-min geostationary satellite observations, and compute the timing of both the start and end of dry periods from daily precipitation data. We, for the first time, reveal that the Amazon vegetation canopy regularly experiences two cycles of greenup onsets during a year. The occurrence of greenup onset varies diversely from the start to end of the dry periods, but demonstrates regular shifts in local areas, although irregular shifts across the region. The multiple greenup onsets show complex spatial shifts, which closely follow the spatial movement of dry periods. The results provide a new insight into our understanding of the complexity of Amazonian vegetation canopy dynamics during dry periods, which could significantly improve the simulation of carbon and water cycles. © 2022 The Authors.}, DOI = {10.1029/2022GL098662}, url = {https://doi.org/10.1029/2022GL098662}, year = {2022}, type = {Journal Article} } @article{3612, author = {Zhang, X. and Wang, J. and Gao, F. and Liu, Y. and Schaaf, C.B. and Friedl, M. and Yu, Y. and Jayavelu, S. and Gray, J. and Liu, L. and Yan, D. and Henebry, G. M.}, title = {Exploration of scaling effects on coarse resolution land surface phenology}, journal = {Remote Sensing of Environment}, volume = {190}, pages = {318–330}, DOI = {10.1016/j.rse.2017.01.001}, url = {https://doi.org/10.1016/j.rse.2017.01.001}, year = {2017}, type = {Journal Article} } @article{12166, author = {Zhang, Y. and Song, C. and Hwang, T. and Novick, K. and Coulston, J. W. and Vose, J. and Dannenberg, M. P. and Hakkenberg, C. R. and Mao, J. and Woodcock, C. E.}, title = {Land cover change-induced decline in terrestrial gross primary production over the conterminous United States from 2001 to 2016}, journal = {Agricultural and Forest Meteorology}, volume = {308-309}, DOI = {10.1016/j.agrformet.2021.108609}, url = {https://doi.org/10.1016/j.agrformet.2021.108609}, year = {2021}, type = {Journal Article} } @article{11807, author = {Zhang, Y. and Thenkabail, P. S. and Wang, P.}, title = {A bibliometric profile of the Remote Sensing open access journal published by MDPI between 2009 and 2018}, journal = {Remote Sensing}, volume = {11}, number = {1}, DOI = {10.3390/rs11010091}, url = {https://doi.org/10.3390/rs11010091}, year = {2019}, type = {Journal Article} } @article{1232, author = {Zhang, Y. and Tian, Y. and Myneni, R. B. and Knyazikhin, Y. and Woodcock, C. E.}, title = {Assessing the information content of multiangle satellite data for mapping biomes I. Statistical analysis}, journal = {Remote Sensing of Environment}, volume = {80}, number = {3}, pages = {418–434}, DOI = {10.1016/S0034-4257(01)00322-4}, url = {https://doi.org/10.1016/S0034-4257(01)00322-4}, year = {2002}, type = {Journal Article} } @article{12285, author = {Zhang, Y. and Woodcock, C. E. and Chen, S. and Wang, J. A. and Sulla-Menashe, D. and Zuo, Z. and Olofsson, P. and Wang, Y. and Friedl, M. A.}, title = {Mapping causal agents of disturbance in boreal and arctic ecosystems of North America using time series of Landsat data}, journal = {Remote Sensing of Environment}, volume = {272}, abstract = {The arctic and boreal biomes are changing as temperatures increase, including changes in the type, frequency, intensity, and seasonality of disturbances. However, our understanding of the frequency, extent, and causes of disturbance events remains incomplete. Disturbances such as fire, forest harvest, drought, wind, flooding, and insects and pathogens occur at different frequencies and severities, posing challenges to characterize and assess them under a single framework. We used the Continuous Change Detection and Classification (CCDC) algorithm on all available Landsat observations from 1984 to 2014 to detect land cover and land condition change. We mapped the following causes of disturbances annually across the study domain of NASA's Arctic Boreal Vulnerability Experiment (ABoVE): fire, logging, and pest damage. Differences between Landsat Tasseled Cap (TC) values pre- and post-disturbance were used in a random forest classifier to map causal agents. For forested ecosystems, we mapped causal agents including fire, insect, and logging. In areas that were not forest before disturbance, only the fire class was mapped. The result shows that multidimensional spectral-temporal change information is useful for mapping the causes of disturbance in arctic and boreal biomes. We employed two rounds of post-processing and used the information obtained from the comparison between the map and reference data to improve the final map. The user's and producer's accuracies of an aggregated disturbance map were 94.6% (± 2.37%) and 89.3% (± 21.78%) (95% confidence intervals in parenthesis). When evaluating the causal agents, insect damage was found the most challenging to map and validate. We estimated that 10.8% of the ABoVE core domain was disturbed between 1987 and 2012, with a margin of error of 0.5% at the 95% confidence level. Rates of disturbance due to logging remained constant over time, while fires were more episodic, and insect damage was highest between 2005 and 2010. Overall, fires affected 8.8% of the study area, while logging was 1.4% and insect damage 0.6%. Our maps indicate that pest damage became a significant issue after 2000, but it was more severe for forest ecosystems in Western Canada than in Alaska. © 2022 Elsevier Inc.}, DOI = {10.1016/j.rse.2022.112935}, url = {https://doi.org/10.1016/j.rse.2022.112935}, year = {2022}, type = {Journal Article} } @article{1343, author = {Zhang, Z. and Jájá, J. and Bader, D. A. and Kalluri, S. N. V. and Song, H. and El Saleous, N. and Vermote, E.F. and Townshend, J. R. G.}, title = {Kronos—A software system for the processing and retrieval of large-scale AVHRR data sets}, journal = {Photogrammetric Engineering and Remote Sensing}, volume = {66}, number = {9}, pages = {1073–1082}, DOI = {https://www.asprs.org/wp-content/uploads/pers/2000journal/september/2000_sept_1073-1082.pdf}, url = {https://www.asprs.org/wp-content/uploads/pers/2000journal/september/2000_sept_1073-1082.pdf}, year = {2000}, type = {Journal Article} } @article{12117, author = {Zhang, Z. and Liu, J. and Chen, J. and Chen, S. and Shen, Z. and Liu, X. and Wu, D. and Sheng, Y. and Chen, F.}, title = {Holocene climatic optimum in the East Asian monsoon region of China defined by climatic stability}, journal = {Earth-Science Reviews}, volume = {212}, DOI = {10.1016/j.earscirev.2020.103450}, url = {https://doi.org/10.1016/j.earscirev.2020.103450}, year = {2021}, type = {Journal Article} } @article{9096, author = {Zhang, Z. and Meyer, K. and Platnick, S. and Oreopoulos, L. and Lee, D. and Yu, H.}, title = {A novel method for estimating shortwave direct radiative effect of above-cloud aerosols using CALIOP and MODIS data}, journal = {Atmospheric Measurement Techniques}, volume = {7}, number = {6}, pages = {1777–1789}, DOI = {10.5194/amt-7-1777-2014}, url = {https://doi.org/10.5194/amt-7-1777-2014}, year = {2014}, type = {Journal Article} } @article{9091, author = {Zhang, Z. and Meyer, K. and Yu, H. and Platnick, S. and Colarco, P. and Liu, Z. and Oreopoulos, L.}, title = {Shortwave direct radiative effects of above-cloud aerosols over global oceans derived from 8 years of CALIOP and MODIS observations}, journal = {Atmospheric Chemistry and Physics}, volume = {16}, number = {5}, pages = {2877–2900}, DOI = {10.5194/acp-16-2877-2016}, url = {https://doi.org/10.5194/acp-16-2877-2016}, year = {2016}, type = {Journal Article} } @article{8115, author = {Zhao, F. and Healey, S. P. and Huang, C. and McCarter, J. B. and Garrard, C. and Goeking, S. A. and Zhu, Z.}, title = {Assessing the effects of fire disturbances and timber management on carbon storage in the Greater Yellowstone ecosystem}, journal = {Environmental Management}, volume = {62}, number = {4}, pages = {766–776}, DOI = {10.1007/s00267-018-1073-y}, url = {https://doi.org/10.1007/s00267-018-1073-y}, year = {2018}, type = {Journal Article} } @article{8409, author = {Zhao, F. and Huang, C. and Goward, S. N. and Schleeweis, K. and Rishmawi, K. and Lindsey, M. A. and Denning, E. and Keddell, L. and Cohen, W. B. and Yang, Z. and Dungan, J. L. and Michaelis, A.}, title = {Development of Landsat-based annual US forest disturbance history maps (1986–2010) in support of the North American Carbon Program (NACP)}, journal = {Remote Sensing of Environment}, volume = {209}, pages = {312–326}, DOI = {10.1016/j.rse.2018.02.035}, url = {https://doi.org/10.1016/j.rse.2018.02.035}, year = {2018}, type = {Journal Article} } @article{185, author = {Zhao, F. and Strahler, A. H. and Schaaf, C.B. L. and Yao, T. and Yang, X. and Wang, Z. and Schull, M. A. and Román, M. O. and Woodcock, C. E. and Olofsson, P. and Ni-Meister, W. and Jupp, D. L. B. and Lovell, J. L. and Culvenor, D. S. and Newnham, G. J.}, title = {Measuring gap fraction, element clumping index and LAI in Sierra Forest stands using a full-waveform ground-based lidar}, journal = {Remote Sensing of Environment}, volume = {125}, pages = {73–79}, DOI = {10.1016/j.rse.2012.07.007}, url = {https://doi.org/10.1016/j.rse.2012.07.007}, year = {2012}, type = {Journal Article} } @article{328, author = {Zhao, F. and Yang, X. and Schull, M. A. and Román-Colón, M. O. and Yao, T. and Wang, Z. and Zhang, Q. and Jupp, D. L. B. and Lovell, J. L. and Culvenor, D. S. and Newnham, G. J. and Richardson, A. D. and Ni-Meister, W. and Schaaf, C.B. L. and Woodcock, C. E. and Strahler, A. H.}, title = {Measuring effective leaf area index, foliage profile, and stand height in New England forest stands using a full-waveform ground-based lidar}, journal = {Remote Sensing of Environment}, volume = {115}, number = {11}, pages = {2954–2964}, DOI = {10.1016/j.rse.2010.08.030}, url = {https://doi.org/10.1016/j.rse.2010.08.030}, year = {2011}, type = {Journal Article} } @article{83, author = {Zhao, F. and Yang, X. and Strahler, A. H. and Schaaf, C.B. L. and Yao, T. and Wang, Z. and Román, M. O. and Woodcock, C. E. and Ni-Meister, W. and Jupp, D. L. B. and Lovell, J. L. and Culvenor, D. S. and Newnham, G. J. and Tang, H. and Dubayah, R. O.}, title = {A comparison of foliage profiles in the Sierra National Forest obtained with a full-waveform under-canopy EVI lidar system with the foliage profiles obtained with an airborne full-waveform LVIS lidar system}, journal = {Remote Sensing of Environment}, volume = {136}, pages = {330–341}, DOI = {10.1016/j.rse.2013.05.020}, url = {https://doi.org/10.1016/j.rse.2013.05.020}, year = {2013}, type = {Journal Article} } @article{245, author = {Zhao, H. and Li, G. and Sheng, Y. and Jin, M. and Chen, F.}, title = {Early-middle Holocene lake-desert evolution in northern Ulan Buh Desert, China}, journal = {Palaeogeography, Palaeoclimatology, Palaeoecology}, volume = {331-332}, pages = {31–38}, DOI = {10.1016/j.palaeo.2012.02.027}, url = {https://doi.org/10.1016/j.palaeo.2012.02.027}, year = {2012}, type = {Journal Article} } @article{8299, author = {Zhao, H. and Sheng, Y. and Li, B. and Fan, Y.}, title = {Holocene environment changes around the Sara Us River, northern China, revealed by optical dating of lacustrine-aeolian sediments}, journal = {Journal of Asian Earth Sciences}, volume = {120}, pages = {184–191}, DOI = {10.1016/j.jseaes.2016.02.002}, url = {https://doi.org/10.1016/j.jseaes.2016.02.002}, year = {2016}, type = {Journal Article} } @article{8927, author = {Zhao, H. and Sheng, Y. and Zhang, J. and Zhao, Y. and Li, G.}, title = {Oasis evolution processes and mechanisms in the lower reaches of Heihe River, Inner Mongolia, China since 1 ka ago}, journal = {Holocene}, volume = {25}, number = {3}, pages = {445–453}, DOI = {10.1177/0959683614561880}, url = {https://doi.org/10.1177/0959683614561880}, year = {2015}, type = {Journal Article} } @article{2245, author = {Zhao, J. and Wang, Y. and Hashimoto, H. and Melton, F. S. and Hiatt, S. H. and Zhang, H. and Nemani, R. R.}, title = {The variation of land surface phenology from 1982 to 2006 along the appalachian trail}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {51}, number = {4}, pages = {2087–2095}, DOI = {10.1109/TGRS.2012.2217149}, url = {https://doi.org/10.1109/TGRS.2012.2217149}, year = {2013}, type = {Journal Article} } @article{11080, author = {Zhao, K. and Wulder, M. A. and Hu, T. and Bright, R. and Wu, Q. and Qin, H. and Li, Y. and Toman, E. and Mallick, B. and Zhang, X. and Brown, M.}, title = {Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics—A Bayesian ensemble algorithm}, journal = {Remote Sensing of Environment}, volume = {232}, DOI = {10.1016/j.rse.2019.04.034}, url = {https://doi.org/10.1016/j.rse.2019.04.034}, year = {2019}, type = {Journal Article} } @article{2320, author = {Zhao, M. and Heinsch, F. A. and Nemani, R. R. and Running, S. W.}, title = {Improvements of the MODIS terrestrial gross and net primary production global data set}, journal = {Remote Sensing of Environment}, volume = {95}, number = {2}, pages = {164–176}, DOI = {10.1016/j.rse.2004.12.011}, url = {https://doi.org/10.1016/j.rse.2004.12.011}, year = {2005}, type = {Journal Article} } @inbook{5743, author = {Zhao, M. and Running, S. and Heinsch, F. A. and Nemani, R.R.}, title = {MODIS-derived terrestrial primary production}, booktitle = {Remote sensing and digital image processing}, editor = {Ramachandran, B. and Justice, C. and Abrams, M.J.}, connective phrase = {MODIS-derived terrestrial primary production}, publisher = {Springer}, place published = {New York, N.Y.}, chapter = {chap. 28}, pages = {635–660}, DOI = {10.1007/978-1-4419-6749-7_28}, url = {https://doi.org/10.1007/978-1-4419-6749-7_28}, year = {2011}, type = {Book Section} } @article{2311, author = {Zhao, M. and Running, S. W. and Nemani, R. R.}, title = {Sensitivity of Moderate Resolution Imaging Spectroradiometer (MODIS) terrestrial primary production to the accuracy of meteorological reanalyses}, journal = {Journal of Geophysical Research Biogeosciences}, volume = {111}, number = {1}, DOI = {10.1029/2004JG000004}, url = {https://doi.org/10.1029/2004JG000004}, year = {2006}, type = {Journal Article} } @article{12278, author = {Zhao, Y. and Zhu, Zhe}, title = {ASI—An artificial surface Index for Landsat 8 imagery}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {107}, abstract = {Remotely sensing the spatial extent of artificial surfaces is essential for understanding human footprints and evaluating anthropogenic impacts on the global environment and climate. However, since the spectral signatures of artificial surfaces are similar to other bright natural surfaces, it is still a difficult task to separate artificial surfaces from other natural surfaces. Therefore, this study proposed a new Artificial Surface Index (ASI) to extract artificial surfaces based on the multispectral Landsat 8 imagery. We examined the performance of ASI in eight study areas with a variety of landscapes, including desert, coastal, inland urban and rural areas dominated by different climates and land cover categories. We also compared ASI with seven state-of-the-art built-up area or impervious surface indices that are developed for similar purposes. The qualitative and quantitative evaluations demonstrate that ASI has advantages in suppressing non-artificial surfaces with similar spectral signatures to artificial surfaces, such as deserts, bare soil, and harvested croplands. Furthermore, ASI improves the separability between artificial and non-artificial surfaces by 2% to 75% (measured by Jeffries–Matusita Distance), 13% to 164% (measured by Transformed Divergence), and 3% to 131% (measured by Spectral Discrimination Index) compared to the other seven indices across the eight study areas. The newly proposed ASI index has the potential to support a variety of human-activity-related studies, such as change detection of artificial surfaces, urban planning, land resource management at local, continental, and even global scales. © 2022}, DOI = {10.1016/j.jag.2022.102703}, url = {https://doi.org/10.1016/j.jag.2022.102703}, year = {2022}, type = {Journal Article} } @article{11895, author = {Zhdanova, E. Y. and Chubarova, N. Y. and Lyapustin, A. I.}, title = {Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product}, journal = {Atmospheric Measurement Techniques}, volume = {13}, number = {2}, pages = {877–891}, DOI = {10.5194/amt-13-877-2020}, url = {https://doi.org/10.5194/amt-13-877-2020}, year = {2020}, type = {Journal Article} } @article{53, author = {Zheng, B. and Campbell, J. B. and Shao, Y. and Wynne, R. H.}, title = {Broad-scale monitoring of tillage practices using sequential Landsat imagery}, journal = {Soil Science Society of America Journal}, volume = {77}, number = {5}, pages = {1755–1764}, DOI = {10.2136/sssaj2013.03.0108}, url = {https://doi.org/10.2136/sssaj2013.03.0108}, year = {2013}, type = {Journal Article} } @article{8272, author = {Zheng, B. and Myint, S. W. and Thenkabail, P. S. and Aggarwal, R. M.}, title = {A support vector machine to identify irrigated crop types using time-series Landsat NDVI data}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {34}, number = {1}, pages = {103–112}, DOI = {10.1016/j.jag.2014.07.002}, url = {https://doi.org/10.1016/j.jag.2014.07.002}, year = {2015}, type = {Journal Article} } @article{12010, author = {Zhong, Y. and Otkin, J. A. and Anderson, M. C. and Hain, C.}, title = {Investigating the relationship between the evaporative stress index and land surface conditions in the contiguous United States}, journal = {Journal of Hydrometeorology}, volume = {21}, number = {7}, pages = {1469–1484}, DOI = {10.1175/JHM-D-19-0205.1}, url = {https://doi.org/10.1175/JHM-D-19-0205.1}, year = {2020}, type = {Journal Article} } @article{9057, author = {Zhou, J. and Zhang, S. and Yang, H. and Xiao, Z. and Gao, F.}, title = {The retrieval of 30-m resolution LAI from Landsat data by combining MODIS products}, journal = {Remote Sensing}, volume = {10}, number = {8}, DOI = {10.3390/rs10081187}, url = {https://doi.org/10.3390/rs10081187}, year = {2018}, type = {Journal Article} } @article{1160, author = {Zhou, L. and Dickinson, R. E. and Tian, Y. and Zeng, X. and Dai, Y. and Yang, Z. L. and Schaaf, C. B. and Gao, F. and Jin, Y. and Strahler, A. and Myneni, R. B. and Yu, H. and Wu, W. and Shaikh, M.}, title = {Comparison of seasonal and spatial variations of albedos from Moderate-Resolution Imaging Spectroradiometer (MODIS) and Common Land Model}, journal = {Journal of Geophysical Research Atmospheres}, volume = {108}, number = {15}, pages = {ACL 15–1 – ACL 15–20}, DOI = {10.1029/2002JD003326}, url = {https://doi.org/10.1029/2002JD003326}, year = {2003}, type = {Journal Article} } @article{3082, author = {Zhou, L. and Tian, Y. and Myneni, R. B. and Ciais, P. and Saatchi, S. and Liu, Y. Y. and Piao, S. and Chen, H. and Vermote, E. F. and Song, C. and Hwang, T.}, title = {Widespread decline of Congo rainforest greenness in the past decade}, journal = {Nature}, volume = {508}, number = {7498}, pages = {86–90}, DOI = {10.1038/nature13265}, url = {https://doi.org/10.1038/nature13265}, year = {2014}, type = {Journal Article} } @article{12390, author = {Zhou, Q. and Guan, K. and Wang, S. and Jiang, C. and Huang, Y. and Peng, B. and Chen, Z. and Wang, S. and Hipple, J. and Schaefer, D. and Qin, Z. and Stroebel, S. and Coppess, J. and Khanna, M. and Cai, Y.}, title = {Recent rapid increase of cover crop adoption across the U.S. Midwest detected by fusing multi-source satellite data}, journal = {Geophysical Research Letters}, volume = {49}, number = {22}, abstract = {Cover crops have critical significance for agroecosystem sustainability and have long been promoted in the U.S. Midwest. Knowledge of cover cropping variations and impacts of government policies remains very limited. We developed an accurate and cost-effective approach utilizing satellite fusion data, environmental variables, and machine learning to quantify cover cropping in corn and soybean fields from 2000 to 2021 in the U.S. Midwest. We found that cover crop adoption in most counties was stagnant from 2000 to 2011, but has significantly increased from 2011 to 2021. The adoption of 2021 is four times that of 2011, which was highly correlated to the funding for conservation programs. However, the percentage of cover crop adoption in the U.S. Midwest is still low (7.2%). Our work fills a critical gap in quantifying long-term field-level cover crop adoption at large regions and highlights the potential importance of incentive programs to promote sustainable agricultural practices. © 2022. The Authors.}, DOI = {10.1029/2022GL100249}, url = {https://doi.org/10.1029/2022GL100249}, year = {2022}, type = {Journal Article} } @article{3447, author = {Zhou, Q. and Hill, M. J. and Sun, Q. and Schaaf, C. B.}, title = {Retrieving understorey dynamics in the Australian tropical savannah from time series decomposition and linear unmixing of MODIS data}, journal = {International Journal of Remote Sensing}, volume = {37}, number = {6}, pages = {1445–1475}, DOI = {10.1080/01431161.2016.1154224}, url = {https://doi.org/10.1080/01431161.2016.1154224}, year = {2016}, type = {Journal Article} } @article{12276, author = {Zhou, Q. and Zhu, Zhe and Xian, G. and Li, C.}, title = {A novel regression method for harmonic analysis of time series}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {185}, pages = {48–61}, abstract = {Harmonic analysis of time series is an important technique to reveal seasonal land surface dynamics using remote sensing information. However, frequency selection in the harmonic analysis is often difficult because high-frequency components are useful for delineating seasonal dynamics but sensitive to noise and gaps in time series. On the other hand, it is challenging to obtain temporally continuous satellite data with high quality because of atmospheric contamination. We developed a novel regression method named Harmonic Adaptive Penalty Operator (HAPO) for harmonic analysis of unevenly distributed time series. We introduced a new penalty function to minimize unexpected fluctuations in the model, which can substantially reduce the overfitting issue of regression in time series with temporal gaps. Specifically, the new penalty function minimizes the length of the model curve and the value range difference between the model and time series observations. We compared HAPO with three widely used regression methods (OLS: Ordinary Least Squares; LASSO: Least Absolute Shrinkage and Selection Operator; and Ridge) with different scenarios using Landsat time series data across the United States. First, we evaluated methods using Landsat surface reflectance time series within a single year. HAPO showed small and consistent monthly Root Mean Square Deviation (RMSD) values, in which most of the time RMSD values of predicted reflectance were less than 0.04. More importantly, HAPO showed consistent and less bias given varying density and irregularity of time series. Second, we evaluated methods using multi-year time series and the result suggested that HAPO was a better predictor of relatively short time series (less than4 years) with steady small RMSD values. When a longer time series (≥4 years) was used, all four methods disclosed similar RMSD values, but HAPO outperformed other three methods when there were temporal gaps. Last, we preliminarily tested how regression methods affected change detection and classification accuracy. HAPO showed the highest change detection accuracy of all tests in terms of F1 score when using the change threshold of 0.9999. In classification, HAPO produced the highest accuracy for short time series segments (one- or two-year time series). In contrast, all methods reached similar accuracy for 5-year time series. These results suggest that for areas that have large seasonal observation gaps or for time series that have less than 4 years records, HAPO can provide more consistent and accurate analytical results than other regression methods for harmonic analysis of time series. © 2022 The Author(s)}, DOI = {10.1016/j.isprsjprs.2022.01.006}, url = {https://doi.org/10.1016/j.isprsjprs.2022.01.006}, year = {2022}, type = {Journal Article} } @article{12141, author = {Zhou, Y. and Williams, C. A. and Hasler, N. and Gu, H. and Kennedy, R.}, title = {Beyond biomass to carbon fluxes—Application and evaluation of a comprehensive forest carbon monitoring system}, journal = {Environmental Research Letters}, volume = {16}, number = {5}, DOI = {10.1088/1748-9326/abf06d}, url = {https://doi.org/10.1088/1748-9326/abf06d}, year = {2021}, type = {Journal Article} } @article{3726, author = {Zhou, Y. and Xiao, X. and Zhang, G. and Wagle, P. and Bajgain, R. and Dong, J. and Jin, C. and Basara, J. B. and Anderson, M. C. and Hain, C. and Otkin, J. A.}, title = {Quantifying agricultural drought in tallgrass prairie region in the U.S. Southern Great Plains through analysis of a water-related vegetation index from MODIS images}, journal = {Agricultural and Forest Meteorology}, volume = {246}, pages = {111–122}, DOI = {10.1016/j.agrformet.2017.06.007}, url = {https://doi.org/10.1016/j.agrformet.2017.06.007}, year = {2017}, type = {Journal Article} } @article{11052, author = {Zhu, L. and Ives, A. R. and Zhang, C. and Guo, Y. and Radeloff, V. C.}, title = {Climate change causes functionally colder winters for snow cover-dependent organisms}, journal = {Nature Climate Change}, volume = {9}, number = {11}, pages = {886–893}, DOI = {10.1038/s41558-019-0588-4}, url = {https://doi.org/10.1038/s41558-019-0588-4}, year = {2019}, type = {Journal Article} } @article{8392, author = {Zhu, L. and Radeloff, V. C. and Ives, A. R.}, title = {Characterizing global patterns of frozen ground with and without snow cover using microwave and MODIS satellite data products}, journal = {Remote Sensing of Environment}, volume = {191}, pages = {168–178}, DOI = {10.1016/j.rse.2017.01.020}, url = {https://doi.org/10.1016/j.rse.2017.01.020}, year = {2017}, type = {Journal Article} } @article{11789, author = {Zhu, L. and Radeloff, V. C. and Ives, A. R.}, title = {Improving the mapping of crop types in the Midwestern U.S. by fusing Landsat and MODIS satellite data}, journal = {International Journal of Applied Earth Observation and Geoinformation}, volume = {58}, pages = {1–11}, DOI = {10.1016/j.jag.2017.01.012}, url = {https://doi.org/10.1016/j.jag.2017.01.012}, year = {2017}, type = {Journal Article} } @article{2087, author = {Zhu, X. and Chen, J. and Gao, F. and Chen, X. and Masek, J. G.}, title = {An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions}, journal = {Remote Sensing of Environment}, volume = {114}, number = {11}, pages = {2610–2623}, DOI = {10.1016/j.rse.2010.05.032}, url = {https://doi.org/10.1016/j.rse.2010.05.032}, year = {2010}, type = {Journal Article} } @article{288, author = {Zhu, X. and Gao, F. and Liu, D. and Chen, J.}, title = {A modified neighborhood similar pixel interpolator approach for removing thick clouds in Landsat images}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {9}, number = {3}, pages = {521–525}, DOI = {10.1109/LGRS.2011.2173290}, url = {https://doi.org/10.1109/LGRS.2011.2173290}, year = {2012}, type = {Journal Article} } @article{8421, author = {Zhu, X. and Helmer, E. H.}, title = {An automatic method for screening clouds and cloud shadows in optical satellite image time series in cloudy regions}, journal = {Remote Sensing of Environment}, volume = {214}, pages = {135–153}, DOI = {10.1016/j.rse.2018.05.024}, url = {https://doi.org/10.1016/j.rse.2018.05.024}, year = {2018}, type = {Journal Article} } @article{8382, author = {Zhu, X. and Helmer, E. H. and Gao, F. and Liu, D. and Chen, J. and Lefsky, M. A.}, title = {A flexible spatiotemporal method for fusing satellite images with different resolutions}, journal = {Remote Sensing of Environment}, volume = {172}, pages = {165–177}, DOI = {10.1016/j.rse.2015.11.016}, url = {https://doi.org/10.1016/j.rse.2015.11.016}, year = {2016}, type = {Journal Article} } @article{12241, author = {Zhu, X. and Helmer, E. H. and Gwenzi, D. and Collin, M. and Fleming, S. and Tian, J. and Marcano-Vega, H. and Meléndez-Ackerman, E. J. and Zimmerman, J. K.}, title = {Characterization of dry-season phenology in tropical forests by reconstructing cloud-free Landsat time series}, journal = {Remote Sensing}, volume = {13}, number = {23}, DOI = {10.3390/rs13234736}, url = {https://doi.org/10.3390/rs13234736}, year = {2021}, type = {Journal Article} } @article{8263, author = {Zhu, Zhe}, title = {Change detection using Landsat time series—A review of frequencies, preprocessing, algorithms, and applications}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {130}, pages = {370–384}, DOI = {10.1016/j.isprsjprs.2017.06.013}, url = {https://doi.org/10.1016/j.isprsjprs.2017.06.013}, year = {2017}, type = {Journal Article} } @article{11134, author = {Zhu, Zhe}, title = {Science of Landsat analysis ready data}, journal = {Remote Sensing}, volume = {11}, number = {18}, DOI = {10.3390/rs11182166}, url = {https://doi.org/10.3390/rs11182166}, year = {2019}, type = {Journal Article} } @article{2242, author = {Zhu, Z. and Bi, J. and Pan, Y. and Ganguly, S. and Anav, A. and Xu, L. and Samanta, A. and Piao, S. and Nemani, R. R. and Myneni, R. B.}, title = {Global data sets of vegetation leaf area index (LAI)3g and fraction of photosynthetically active radiation (FPAR)3g derived from global inventory modeling and mapping studies (GIMMS) normalized difference vegetation index (NDVI3G) for the period 1981 to 2011}, journal = {Remote Sensing}, volume = {5}, number = {2}, pages = {927–948}, DOI = {10.3390/rs5020927}, url = {https://doi.org/10.3390/rs5020927}, year = {2013}, type = {Journal Article} } @article{3438, author = {Zhu, Zhe and Fu, Y. and Woodcock, C. E. and Olofsson, P. and Vogelmann, J. E. and Holden, C. and Wang, M. and Dai, S. and Yu, Y.}, title = {Including land cover change in analysis of greenness trends using all available Landsat 5, 7, and 8 images—A case study from Guangzhou, China (2000-2014)}, journal = {Remote Sensing of Environment}, volume = {185}, pages = {243–257}, DOI = {10.1016/j.rse.2016.03.036}, url = {https://doi.org/10.1016/j.rse.2016.03.036}, year = {2016}, type = {Journal Article} } @article{3599, author = {Zhu, Zhe and Gallant, A. L. and Woodcock, C. E. and Pengra, B. and Olofsson, P. and Loveland, T. R. and Jin, S. and Dahal, D. and Yang, L. and Auch, R. F.}, title = {Optimizing selection of training and auxiliary data for operational land cover classification for the LCMAP initiative}, journal = {ISPRS Journal of Photogrammetry and Remote Sensing}, volume = {122}, pages = {206–221}, DOI = {10.1016/j.isprsjprs.2016.11.004}, url = {https://doi.org/10.1016/j.isprsjprs.2016.11.004}, year = {2016}, type = {Journal Article} } @article{12376, author = {Zhu, Zhe and Qiu, S. and Ye, S.}, title = {Remote sensing of land change—A multifaceted perspective}, journal = {Remote Sensing of Environment}, volume = {282}, abstract = {The discipline of land change science has been evolving rapidly in the past decades. Remote sensing played a major role in one of the essential components of land change science, which includes observation, monitoring, and characterization of land change. In this paper, we proposed a new framework of the multifaceted view of land change through the lens of remote sensing and recommended five facets of land change including change location, time, target, metric, and agent. We also evaluated the impacts of spatial, spectral, temporal, angular, and data-integration domains of the remotely sensed data on observing, monitoring, and characterization of different facets of land change, as well as discussed some of the current land change products. We recommend clarifying the specific land change facet being studied in remote sensing of land change, reporting multiple or all facets of land change in remote sensing products, shifting the focus from land cover change to specific change metric and agent, integrating social science data and multi-sensor datasets for a deeper and fuller understanding of land change, and recognizing limitations and weaknesses of remote sensing in land change studies. © 2022 The Authors}, DOI = {10.1016/j.rse.2022.113266}, url = {https://doi.org/10.1016/j.rse.2022.113266}, year = {2022}, type = {Journal Article} } @article{3221, author = {Zhu, Zhe and Wang, S. and Woodcock, C. E.}, title = {Improvement and expansion of the Fmask algorithm—Cloud, cloud shadow, and snow detection for Landsats 4-7, 8, and Sentinel 2 images}, journal = {Remote Sensing of Environment}, volume = {159}, pages = {267–277}, DOI = {10.1016/j.rse.2014.12.014}, url = {https://doi.org/10.1016/j.rse.2014.12.014}, year = {2015}, type = {Journal Article} } @article{260, author = {Zhu, Zhe and Woodcock, C. E.}, title = {Object-based cloud and cloud shadow detection in Landsat imagery}, journal = {Remote Sensing of Environment}, volume = {118}, pages = {83–94}, DOI = {10.1016/j.rse.2011.10.028}, url = {https://doi.org/10.1016/j.rse.2011.10.028}, year = {2012}, type = {Journal Article} } @article{3116, author = {Zhu, Zhe and Woodcock, C. 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